diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json
index 54af6e21b8b06..e7181e3854e04 100644
--- a/docker/dashboards/risingwave-dev-dashboard.json
+++ b/docker/dashboards/risingwave-dev-dashboard.json
@@ -1 +1 @@
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diff --git a/docker/dashboards/risingwave-user-dashboard.json b/docker/dashboards/risingwave-user-dashboard.json
index 0d0619aad29ec..5c494903e0f56 100644
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diff --git a/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index 43ca81d4ac775..e33c52036b0b7 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -3254,12 +3254,17 @@ def section_hummock_manager(outer_panels):
                     ],
                 ),
                 panels.timeseries_count(
-                    "Move State Table Count",
-                    "The times of move_state_table occurs",
+                    "Compaction Group Schedule",
+                    "The times of schedule occurs",
                     [
                         panels.target(
-                            f"sum({table_metric('storage_move_state_table_count')}) by (group)",
-                            "move table cg{{group}}",
+                            f"sum({table_metric('storage_split_compaction_group_count')}) by (group)",
+                            "split_compaction_group_count cg{{group}}",
+                        ),
+
+                        panels.target(
+                            f"sum({table_metric('storage_merge_compaction_group_count')}) by (group)",
+                            "merge_compaction_group_count cg{{group}}",
                         ),
                     ],
                 ),
diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index 54af6e21b8b06..e7181e3854e04 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
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index 0d0619aad29ec..5c494903e0f56 100644
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diff --git a/proto/hummock.proto b/proto/hummock.proto
index 7956b4515dce8..3fb0edae24fb5 100644
--- a/proto/hummock.proto
+++ b/proto/hummock.proto
@@ -85,6 +85,13 @@ message GroupConstruct {
   uint64 group_id = 4;
   uint64 new_sst_start_id = 5;
   CompatibilityVersion version = 6;
+
+  // The split_key is the key that the group is split by.
+  // When GroupConstruct with commit_epoch, split_key will be empty
+  // When split_key is not None, GroupConstruct tells to use split_key to check each level and split the sstable_info in the level into two groups (bounded by split_key).
+  // For the left sstable_info, split_key (right_exclusive=true) will be used as key_range_right.
+  // In the current implementation split_key always contains a table_id, vnode = 0, epoch = 0
+  optional bytes split_key = 7;
 }
 
 message GroupMetaChange {
@@ -729,6 +736,7 @@ message RiseCtlUpdateCompactionConfigRequest {
       CompressionAlgorithm compression_algorithm = 17;
       uint32 max_l0_compact_level_count = 18;
       uint64 sst_allowed_trivial_move_min_size = 19;
+      uint32 split_weight_by_vnode = 20;
     }
   }
   repeated uint64 compaction_group_ids = 1;
diff --git a/src/common/src/config.rs b/src/common/src/config.rs
index d78fdbe51fa9b..db8b1095e715b 100644
--- a/src/common/src/config.rs
+++ b/src/common/src/config.rs
@@ -1405,7 +1405,7 @@ pub mod default {
         }
 
         pub fn move_table_size_limit() -> u64 {
-            10 * 1024 * 1024 * 1024 // 10GB
+            4 * 1024 * 1024 * 1024 // 4GB
         }
 
         pub fn split_group_size_limit() -> u64 {
diff --git a/src/config/docs.md b/src/config/docs.md
index 47905d71e5e0c..82a91865c536b 100644
--- a/src/config/docs.md
+++ b/src/config/docs.md
@@ -47,7 +47,7 @@ This page is automatically generated by `./risedev generate-example-config`
 | min_delta_log_num_for_hummock_version_checkpoint | The minimum delta log number a new checkpoint should compact, otherwise the checkpoint attempt is rejected. | 10 |
 | min_sst_retention_time_sec | Objects within `min_sst_retention_time_sec` won't be deleted by hummock full GC, even they are dangling. | 86400 |
 | min_table_split_write_throughput | If the size of one table is smaller than `min_table_split_write_throughput`, we would not split it to an single group. | 4194304 |
-| move_table_size_limit |  | 10737418240 |
+| move_table_size_limit |  | 4294967296 |
 | node_num_monitor_interval_sec |  | 10 |
 | parallelism_control_batch_size | The number of streaming jobs per scaling operation. | 10 |
 | parallelism_control_trigger_first_delay_sec | The first delay of parallelism control. | 30 |
diff --git a/src/config/example.toml b/src/config/example.toml
index f3c127cdc7825..b0b42cf81fdf0 100644
--- a/src/config/example.toml
+++ b/src/config/example.toml
@@ -40,7 +40,7 @@ periodic_space_reclaim_compaction_interval_sec = 3600
 periodic_ttl_reclaim_compaction_interval_sec = 1800
 periodic_tombstone_reclaim_compaction_interval_sec = 600
 periodic_split_compact_group_interval_sec = 10
-move_table_size_limit = 10737418240
+move_table_size_limit = 4294967296
 split_group_size_limit = 68719476736
 cut_table_size_limit = 1073741824
 do_not_config_object_storage_lifecycle = false
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
index f239142661fbc..2c7b851dfe160 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
@@ -114,7 +114,7 @@ fn version_to_sstable_rows(version: HummockVersion) -> Vec<RwHummockSstable> {
     for cg in version.levels.into_values() {
         for level in cg.levels.into_iter().chain(cg.l0.sub_levels) {
             for sst in level.table_infos {
-                let key_range = sst.key_range;
+                let key_range = &sst.key_range;
                 sstables.push(RwHummockSstable {
                     sstable_id: sst.sst_id as _,
                     object_id: sst.object_id as _,
diff --git a/src/meta/src/hummock/manager/commit_epoch.rs b/src/meta/src/hummock/manager/commit_epoch.rs
index e92e91c8503d0..afc6fdb9cf6e7 100644
--- a/src/meta/src/hummock/manager/commit_epoch.rs
+++ b/src/meta/src/hummock/manager/commit_epoch.rs
@@ -13,11 +13,12 @@
 // limitations under the License.
 
 use std::collections::{BTreeMap, HashMap, HashSet};
+use std::ops::Deref;
+use std::sync::Arc;
 
 use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::change_log::ChangeLogDelta;
-use risingwave_hummock_sdk::compaction_group::hummock_version_ext::split_sst;
-use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
+use risingwave_hummock_sdk::compaction_group::group_split::split_sst_for_commit_epoch;
 use risingwave_hummock_sdk::sstable_info::SstableInfo;
 use risingwave_hummock_sdk::table_stats::{
     add_prost_table_stats_map, purge_prost_table_stats, to_prost_table_stats_map, PbTableStatsMap,
@@ -160,65 +161,78 @@ impl HummockManager {
         let state_table_info = &version.latest_version().state_table_info;
         let mut table_compaction_group_mapping = state_table_info.build_table_compaction_group_id();
 
-        // Add new table
-        let (new_table_ids, new_compaction_group, compaction_group_manager_txn) =
+        let mut new_tables = None;
+        let mut compaction_group_manager_txn = None;
+        let mut compaction_group_config = None;
+
+        if !matches!(new_table_fragment_info, NewTableFragmentInfo::None) {
+            let mut new_table_ids = Vec::default();
+            if compaction_group_manager_txn.is_none() {
+                let compaction_group_manager_guard = self.compaction_group_manager.write().await;
+                let config = compaction_group_manager_guard
+                    .default_compaction_config()
+                    .deref()
+                    .clone();
+                compaction_group_config = Some(config);
+                compaction_group_manager_txn =
+                    Some(CompactionGroupManager::start_owned_compaction_groups_txn(
+                        compaction_group_manager_guard,
+                    ));
+            }
+
+            let new_compaction_group_id = next_compaction_group_id(&self.env).await?;
+            compaction_group_manager_txn.as_mut().unwrap().insert(
+                new_compaction_group_id,
+                CompactionGroup {
+                    group_id: new_compaction_group_id,
+                    compaction_config: Arc::new(compaction_group_config.as_ref().unwrap().clone()),
+                },
+            );
+
             match new_table_fragment_info {
                 NewTableFragmentInfo::Normal {
                     mv_table_id,
                     internal_table_ids,
                 } => {
-                    let mut new_table_ids = HashMap::new();
-                    on_handle_add_new_table(
-                        state_table_info,
-                        &internal_table_ids,
-                        StaticCompactionGroupId::StateDefault as u64,
-                        &mut table_compaction_group_mapping,
-                        &mut new_table_ids,
-                    )?;
+                    if !internal_table_ids.is_empty() {
+                        on_handle_add_new_table(
+                            state_table_info,
+                            &internal_table_ids,
+                            new_compaction_group_id,
+                            &mut table_compaction_group_mapping,
+                        )?;
+
+                        new_table_ids.extend(internal_table_ids);
+                    }
 
-                    on_handle_add_new_table(
-                        state_table_info,
-                        &mv_table_id,
-                        StaticCompactionGroupId::MaterializedView as u64,
-                        &mut table_compaction_group_mapping,
-                        &mut new_table_ids,
-                    )?;
-                    (new_table_ids, None, None)
+                    if let Some(mv_table_id) = mv_table_id {
+                        on_handle_add_new_table(
+                            state_table_info,
+                            &[mv_table_id],
+                            new_compaction_group_id,
+                            &mut table_compaction_group_mapping,
+                        )?;
+                        new_table_ids.push(mv_table_id);
+                    }
                 }
                 NewTableFragmentInfo::NewCompactionGroup { table_ids } => {
-                    let compaction_group_manager_guard =
-                        self.compaction_group_manager.write().await;
-                    let compaction_group_config =
-                        compaction_group_manager_guard.default_compaction_config();
-                    let mut compaction_group_manager =
-                        CompactionGroupManager::start_owned_compaction_groups_txn(
-                            compaction_group_manager_guard,
-                        );
-                    let mut new_table_ids = HashMap::new();
-                    let new_compaction_group_id = next_compaction_group_id(&self.env).await?;
-                    compaction_group_manager.insert(
-                        new_compaction_group_id,
-                        CompactionGroup {
-                            group_id: new_compaction_group_id,
-                            compaction_config: compaction_group_config.clone(),
-                        },
-                    );
-
                     on_handle_add_new_table(
                         state_table_info,
                         &table_ids,
                         new_compaction_group_id,
                         &mut table_compaction_group_mapping,
-                        &mut new_table_ids,
                     )?;
-                    (
-                        new_table_ids,
-                        Some((new_compaction_group_id, (*compaction_group_config).clone())),
-                        Some(compaction_group_manager),
-                    )
+                    new_table_ids.extend(table_ids.iter().cloned());
                 }
-                NewTableFragmentInfo::None => (HashMap::new(), None, None),
-            };
+                NewTableFragmentInfo::None => unreachable!(),
+            }
+
+            new_tables = Some((
+                new_table_ids,
+                new_compaction_group_id,
+                compaction_group_config.as_ref().unwrap().clone(),
+            ));
+        }
 
         let commit_sstables = self
             .correct_commit_ssts(sstables, &table_compaction_group_mapping)
@@ -230,9 +244,8 @@ impl HummockManager {
             committed_epoch,
             &tables_to_commit,
             is_visible_table_committed_epoch,
-            new_compaction_group,
             commit_sstables,
-            &new_table_ids,
+            new_tables,
             new_table_watermarks,
             change_log_delta,
         );
@@ -375,7 +388,7 @@ impl HummockManager {
         }
     }
 
-    async fn correct_commit_ssts(
+    pub(crate) async fn correct_commit_ssts(
         &self,
         sstables: Vec<LocalSstableInfo>,
         table_compaction_group_mapping: &HashMap<TableId, CompactionGroupId>,
@@ -424,7 +437,6 @@ impl HummockManager {
                         .push(sst.sst_info);
                     break;
                 }
-
                 let origin_sst_size = sst.sst_info.sst_size;
                 let new_sst_size = match_ids
                     .iter()
@@ -434,7 +446,8 @@ impl HummockManager {
                     })
                     .sum();
 
-                let branch_sst = split_sst(
+                // let split_key = build_split_key_with_table_id(match_ids.last().unwrap() + 1);
+                let branch_sst = split_sst_for_commit_epoch(
                     &mut sst.sst_info,
                     &mut new_sst_id,
                     origin_sst_size - new_sst_size,
@@ -458,7 +471,6 @@ fn on_handle_add_new_table(
     table_ids: impl IntoIterator<Item = &TableId>,
     compaction_group_id: CompactionGroupId,
     table_compaction_group_mapping: &mut HashMap<TableId, CompactionGroupId>,
-    new_table_ids: &mut HashMap<TableId, CompactionGroupId>,
 ) -> Result<()> {
     for table_id in table_ids {
         if let Some(info) = state_table_info.info().get(table_id) {
@@ -468,7 +480,6 @@ fn on_handle_add_new_table(
             )));
         }
         table_compaction_group_mapping.insert(*table_id, compaction_group_id);
-        new_table_ids.insert(*table_id, compaction_group_id);
     }
 
     Ok(())
diff --git a/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs b/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs
index 2e20d1fcf65ea..004745e3c4c45 100644
--- a/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs
+++ b/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs
@@ -18,22 +18,18 @@ use std::sync::Arc;
 
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
-use risingwave_hummock_sdk::compact_task::ReportTask;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::{
     get_compaction_group_ids, TableGroupInfo,
 };
-use risingwave_hummock_sdk::compaction_group::{StateTableId, StaticCompactionGroupId};
-use risingwave_hummock_sdk::version::{GroupDelta, GroupDeltas};
+use risingwave_hummock_sdk::compaction_group::StateTableId;
+use risingwave_hummock_sdk::version::GroupDelta;
 use risingwave_hummock_sdk::CompactionGroupId;
 use risingwave_meta_model_v2::compaction_config;
-use risingwave_pb::hummock::compact_task::TaskStatus;
 use risingwave_pb::hummock::rise_ctl_update_compaction_config_request::mutable_config::MutableConfig;
 use risingwave_pb::hummock::write_limits::WriteLimit;
 use risingwave_pb::hummock::{
-    CompactionConfig, CompactionGroupInfo, CompatibilityVersion, PbGroupConstruct, PbGroupDestroy,
-    PbStateTableInfoDelta,
+    CompactionConfig, CompactionGroupInfo, PbGroupConstruct, PbGroupDestroy, PbStateTableInfoDelta,
 };
-use tokio::sync::OnceCell;
 
 use crate::hummock::compaction::compaction_config::{
     validate_compaction_config, CompactionConfigBuilder,
@@ -44,7 +40,6 @@ use crate::hummock::manager::versioning::Versioning;
 use crate::hummock::manager::{commit_multi_var, HummockManager};
 use crate::hummock::metrics_utils::remove_compaction_group_in_sst_stat;
 use crate::hummock::model::CompactionGroup;
-use crate::hummock::sequence::{next_compaction_group_id, next_sstable_object_id};
 use crate::manager::{MetaSrvEnv, MetaStoreImpl};
 use crate::model::{
     BTreeMapTransaction, BTreeMapTransactionInner, DerefMutForward, MetadataModel,
@@ -125,6 +120,8 @@ impl HummockManager {
         mv_table: Option<u32>,
         mut internal_tables: Vec<u32>,
     ) -> Result<Vec<StateTableId>> {
+        use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
+
         let mut pairs = vec![];
         if let Some(mv_table) = mv_table {
             if internal_tables.extract_if(|t| *t == mv_table).count() > 0 {
@@ -195,6 +192,14 @@ impl HummockManager {
         }
         let mut versioning_guard = self.versioning.write().await;
         let versioning = versioning_guard.deref_mut();
+        let mapping: HashSet<u64> = versioning
+            .current_version
+            .state_table_info
+            .build_table_compaction_group_id()
+            .values()
+            .cloned()
+            .collect();
+
         let mut compaction_group_manager = self.compaction_group_manager.write().await;
         let current_version = &versioning.current_version;
         let default_config = compaction_group_manager.default_compaction_config();
@@ -213,58 +218,54 @@ impl HummockManager {
             }
         }
         // All NewCompactionGroup pairs are mapped to one new compaction group.
-        let new_compaction_group_id: OnceCell<CompactionGroupId> = OnceCell::new();
         let mut version = HummockVersionTransaction::new(
             &mut versioning.current_version,
             &mut versioning.hummock_version_deltas,
             self.env.notification_manager(),
             &self.metrics,
         );
+
         let mut new_version_delta = version.new_delta();
         let epoch = new_version_delta
             .latest_version()
             .visible_table_committed_epoch();
 
+        let mut last_group_id = 0;
         for (table_id, raw_group_id) in pairs {
-            let mut group_id = *raw_group_id;
-            if group_id == StaticCompactionGroupId::NewCompactionGroup as u64 {
-                let mut is_group_init = false;
-                group_id = *new_compaction_group_id
-                    .get_or_try_init(|| async {
-                        next_compaction_group_id(&self.env)
-                            .await
-                            .map(|new_group_id| {
-                                is_group_init = true;
-                                new_group_id
-                            })
-                    })
-                    .await?;
-                if is_group_init {
-                    let group_deltas = &mut new_version_delta
-                        .group_deltas
-                        .entry(group_id)
-                        .or_default()
-                        .group_deltas;
-
-                    let config =
-                        match compaction_groups_txn.try_get_compaction_group_config(group_id) {
-                            Some(config) => config.compaction_config.as_ref().clone(),
-                            None => {
-                                compaction_groups_txn
-                                    .create_compaction_groups(group_id, default_config.clone());
-                                default_config.as_ref().clone()
-                            }
-                        };
-
-                    let group_delta = GroupDelta::GroupConstruct(PbGroupConstruct {
-                        group_config: Some(config),
-                        group_id,
-                        ..Default::default()
-                    });
+            let mut is_group_init = true;
+            let group_id = *raw_group_id;
 
-                    group_deltas.push(group_delta);
-                }
+            if last_group_id == group_id || mapping.contains(&group_id) {
+                is_group_init = false;
             }
+
+            last_group_id = group_id;
+
+            if is_group_init {
+                let group_deltas = &mut new_version_delta
+                    .group_deltas
+                    .entry(group_id)
+                    .or_default()
+                    .group_deltas;
+
+                let config = match compaction_groups_txn.try_get_compaction_group_config(group_id) {
+                    Some(config) => config.compaction_config.as_ref().clone(),
+                    None => {
+                        compaction_groups_txn
+                            .create_compaction_groups(group_id, default_config.clone());
+                        default_config.as_ref().clone()
+                    }
+                };
+
+                let group_delta = GroupDelta::GroupConstruct(PbGroupConstruct {
+                    group_config: Some(config),
+                    group_id,
+                    ..Default::default()
+                });
+
+                group_deltas.push(group_delta);
+            }
+
             assert!(new_version_delta
                 .state_table_info_delta
                 .insert(
@@ -327,8 +328,7 @@ impl HummockManager {
         let groups_to_remove = modified_groups
             .into_iter()
             .filter_map(|(group_id, member_count)| {
-                if member_count == 0 && group_id > StaticCompactionGroupId::End as CompactionGroupId
-                {
+                if member_count == 0 {
                     return Some((
                         group_id,
                         new_version_delta
@@ -428,173 +428,6 @@ impl HummockManager {
         results
     }
 
-    /// move some table to another compaction-group. Create a new compaction group if it does not
-    /// exist.
-    pub async fn move_state_table_to_compaction_group(
-        &self,
-        parent_group_id: CompactionGroupId,
-        table_ids: &[StateTableId],
-        partition_vnode_count: u32,
-    ) -> Result<CompactionGroupId> {
-        if table_ids.is_empty() {
-            return Ok(parent_group_id);
-        }
-        let table_ids = table_ids.iter().cloned().unique().collect_vec();
-        let compaction_guard = self.compaction.write().await;
-        let mut versioning_guard = self.versioning.write().await;
-        let versioning = versioning_guard.deref_mut();
-        // Validate parameters.
-        if !versioning
-            .current_version
-            .levels
-            .contains_key(&parent_group_id)
-        {
-            return Err(Error::CompactionGroup(format!(
-                "invalid group {}",
-                parent_group_id
-            )));
-        }
-
-        for table_id in &table_ids {
-            if !versioning
-                .current_version
-                .state_table_info
-                .compaction_group_member_table_ids(parent_group_id)
-                .contains(&TableId::new(*table_id))
-            {
-                return Err(Error::CompactionGroup(format!(
-                    "table {} doesn't in group {}",
-                    table_id, parent_group_id
-                )));
-            }
-        }
-
-        if table_ids.len()
-            == versioning
-                .current_version
-                .state_table_info
-                .compaction_group_member_table_ids(parent_group_id)
-                .len()
-        {
-            return Err(Error::CompactionGroup(format!(
-                "invalid split attempt for group {}: all member tables are moved",
-                parent_group_id
-            )));
-        }
-        let mut version = HummockVersionTransaction::new(
-            &mut versioning.current_version,
-            &mut versioning.hummock_version_deltas,
-            self.env.notification_manager(),
-            &self.metrics,
-        );
-        let mut new_version_delta = version.new_delta();
-
-        let new_sst_start_id = next_sstable_object_id(
-            &self.env,
-            new_version_delta
-                .latest_version()
-                .count_new_ssts_in_group_split(
-                    parent_group_id,
-                    HashSet::from_iter(table_ids.clone()),
-                ),
-        )
-        .await?;
-        let (new_group, target_compaction_group_id) = {
-            {
-                // All NewCompactionGroup pairs are mapped to one new compaction group.
-                let new_compaction_group_id = next_compaction_group_id(&self.env).await?;
-                // The new config will be persisted later.
-                let mut config = self
-                    .compaction_group_manager
-                    .read()
-                    .await
-                    .default_compaction_config()
-                    .as_ref()
-                    .clone();
-                config.split_weight_by_vnode = partition_vnode_count;
-
-                #[expect(deprecated)]
-                // fill the deprecated field with default value
-                new_version_delta.group_deltas.insert(
-                    new_compaction_group_id,
-                    GroupDeltas {
-                        group_deltas: vec![GroupDelta::GroupConstruct(PbGroupConstruct {
-                            group_config: Some(config.clone()),
-                            group_id: new_compaction_group_id,
-                            parent_group_id,
-                            new_sst_start_id,
-                            table_ids: vec![],
-                            version: CompatibilityVersion::NoMemberTableIds as i32,
-                        })],
-                    },
-                );
-                ((new_compaction_group_id, config), new_compaction_group_id)
-            }
-        };
-
-        let (new_compaction_group_id, config) = new_group;
-        new_version_delta.with_latest_version(|version, new_version_delta| {
-            for table_id in &table_ids {
-                let table_id = TableId::new(*table_id);
-                let info = version
-                    .state_table_info
-                    .info()
-                    .get(&table_id)
-                    .expect("have check exist previously");
-                assert!(new_version_delta
-                    .state_table_info_delta
-                    .insert(
-                        table_id,
-                        PbStateTableInfoDelta {
-                            committed_epoch: info.committed_epoch,
-                            safe_epoch: info.safe_epoch,
-                            compaction_group_id: new_compaction_group_id,
-                        }
-                    )
-                    .is_none());
-            }
-        });
-        {
-            let mut compaction_group_manager = self.compaction_group_manager.write().await;
-            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
-            compaction_groups_txn
-                .create_compaction_groups(new_compaction_group_id, Arc::new(config));
-
-            new_version_delta.pre_apply();
-            commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
-        }
-        // Instead of handling DeltaType::GroupConstruct for time travel, simply enforce a version snapshot.
-        versioning.mark_next_time_travel_version_snapshot();
-        let mut canceled_tasks = vec![];
-        for task_assignment in compaction_guard.compact_task_assignment.values() {
-            if let Some(task) = task_assignment.compact_task.as_ref() {
-                let need_cancel = HummockManager::is_compact_task_expired(
-                    &task.into(),
-                    &versioning.current_version,
-                );
-                if need_cancel {
-                    canceled_tasks.push(ReportTask {
-                        task_id: task.task_id,
-                        task_status: TaskStatus::ManualCanceled,
-                        table_stats_change: HashMap::default(),
-                        sorted_output_ssts: vec![],
-                    });
-                }
-            }
-        }
-
-        drop(versioning_guard);
-        drop(compaction_guard);
-        self.report_compact_tasks(canceled_tasks).await?;
-
-        self.metrics
-            .move_state_table_count
-            .with_label_values(&[&parent_group_id.to_string()])
-            .inc();
-
-        Ok(target_compaction_group_id)
-    }
-
     pub async fn calculate_compaction_group_statistic(&self) -> Vec<TableGroupInfo> {
         let mut infos = vec![];
         {
@@ -759,6 +592,9 @@ fn update_compaction_config(target: &mut CompactionConfig, items: &[MutableConfi
             MutableConfig::MaxL0CompactLevelCount(c) => {
                 target.max_l0_compact_level_count = Some(*c);
             }
+            MutableConfig::SplitWeightByVnode(c) => {
+                target.split_weight_by_vnode = *c;
+            }
             MutableConfig::SstAllowedTrivialMoveMinSize(c) => {
                 target.sst_allowed_trivial_move_min_size = Some(*c);
             }
@@ -863,7 +699,7 @@ mod tests {
     async fn test_inner() {
         let (env, ..) = setup_compute_env(8080).await;
         let mut inner = CompactionGroupManager::new(&env).await.unwrap();
-        assert_eq!(inner.compaction_groups.len(), 2);
+        assert_eq!(inner.compaction_groups.len(), 0);
 
         async fn update_compaction_config(
             meta: &MetaStoreImpl,
@@ -892,9 +728,9 @@ mod tests {
             .await
             .unwrap_err();
         insert_compaction_group_configs(env.meta_store_ref(), &mut inner, &[100, 200]).await;
-        assert_eq!(inner.compaction_groups.len(), 4);
+        assert_eq!(inner.compaction_groups.len(), 2);
         let mut inner = CompactionGroupManager::new(&env).await.unwrap();
-        assert_eq!(inner.compaction_groups.len(), 4);
+        assert_eq!(inner.compaction_groups.len(), 2);
 
         update_compaction_config(
             env.meta_store_ref(),
@@ -904,7 +740,7 @@ mod tests {
         )
         .await
         .unwrap();
-        assert_eq!(inner.compaction_groups.len(), 4);
+        assert_eq!(inner.compaction_groups.len(), 2);
         assert_eq!(
             inner
                 .try_get_compaction_group_config(100)
@@ -997,7 +833,7 @@ mod tests {
             .unwrap();
         assert_eq!(registered_number().await, 0);
 
-        assert_eq!(group_number().await, 2);
+        assert_eq!(group_number().await, 0);
 
         compaction_group_manager
             .register_table_fragments(
@@ -1013,6 +849,6 @@ mod tests {
             .unregister_table_fragments_vec(&[table_fragment_1])
             .await;
         assert_eq!(registered_number().await, 0);
-        assert_eq!(group_number().await, 2);
+        assert_eq!(group_number().await, 0);
     }
 }
diff --git a/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs b/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs
index 93103ca87abf5..7e42bf7adf888 100644
--- a/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs
+++ b/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs
@@ -14,22 +14,59 @@
 
 use std::collections::{HashMap, HashSet, VecDeque};
 use std::ops::DerefMut;
+use std::sync::Arc;
 
+use bytes::Bytes;
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
+use risingwave_common::hash::VirtualNode;
 use risingwave_hummock_sdk::compact_task::ReportTask;
+use risingwave_hummock_sdk::compaction_group::group_split::split_table_ids;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::TableGroupInfo;
-use risingwave_hummock_sdk::compaction_group::{StateTableId, StaticCompactionGroupId};
+use risingwave_hummock_sdk::compaction_group::StateTableId;
+use risingwave_hummock_sdk::key::{FullKey, TableKey};
 use risingwave_hummock_sdk::version::{GroupDelta, GroupDeltas};
-use risingwave_hummock_sdk::{can_concat, CompactionGroupId};
-use risingwave_pb::hummock::compact_task::TaskStatus;
-use risingwave_pb::hummock::{PbGroupMerge, PbStateTableInfoDelta};
+use risingwave_hummock_sdk::{can_concat, CompactionGroupId, HummockEpoch};
+use risingwave_pb::hummock::compact_task::{self, TaskStatus};
+use risingwave_pb::hummock::rise_ctl_update_compaction_config_request::mutable_config::MutableConfig;
+use risingwave_pb::hummock::{
+    CompatibilityVersion, PbGroupConstruct, PbGroupMerge, PbStateTableInfoDelta,
+};
 use thiserror_ext::AsReport;
 
 use crate::hummock::error::{Error, Result};
 use crate::hummock::manager::transaction::HummockVersionTransaction;
 use crate::hummock::manager::{commit_multi_var, HummockManager};
 use crate::hummock::metrics_utils::remove_compaction_group_in_sst_stat;
+use crate::hummock::sequence::{next_compaction_group_id, next_sstable_object_id};
+
+pub const VNODE_SPLIT_TO_RIGHT: VirtualNode = VirtualNode::ZERO;
+pub const VNODE_SPLIT_TO_LEFT: VirtualNode = VirtualNode::MAX;
+
+pub(super) fn is_vnode_split_to_right(vnode: VirtualNode) -> bool {
+    vnode == VNODE_SPLIT_TO_RIGHT
+}
+
+pub(super) fn is_vnode_split_to_left(vnode: VirtualNode) -> bool {
+    vnode == VNODE_SPLIT_TO_LEFT
+}
+
+// By default, the split key is constructed with vnode = 0 and epoch = 0, so that we can split table_id to the right group
+pub(crate) fn build_split_key(mut table_id: StateTableId, mut vnode: VirtualNode) -> Bytes {
+    if is_vnode_split_to_left(vnode) {
+        // Modify `table_id` to `next_table_id` to satisfy the `split_to_right`` rule, so that the `table_id`` originally passed in will be split to left.
+        table_id += 1;
+        vnode = VNODE_SPLIT_TO_RIGHT;
+    }
+
+    FullKey::new(
+        TableId::from(table_id),
+        TableKey(vnode.to_be_bytes()),
+        HummockEpoch::MIN,
+    )
+    .encode()
+    .into()
+}
 
 impl HummockManager {
     /// Splits a compaction group into two. The new one will contain `table_ids`.
@@ -40,11 +77,267 @@ impl HummockManager {
         table_ids: &[StateTableId],
         partition_vnode_count: u32,
     ) -> Result<CompactionGroupId> {
-        let result = self
-            .move_state_table_to_compaction_group(parent_group_id, table_ids, partition_vnode_count)
+        let new_group_id = self
+            .move_state_tables_to_dedicated_compaction_group(parent_group_id, table_ids)
             .await?;
 
-        Ok(result)
+        // partition_vnode_count only works inside a table, to avoid a lot of slicing sst, we only enable it in groups with high throughput and only one table.
+        if table_ids.len() == 1 {
+            // update compaction config for target_compaction_group_id
+            let mut compaction_group_manager = self.compaction_group_manager.write().await;
+            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+            if let Err(err) = compaction_groups_txn.update_compaction_config(
+                &[new_group_id],
+                &[MutableConfig::SplitWeightByVnode(partition_vnode_count)],
+            ) {
+                tracing::error!(
+                    error = %err.as_report(),
+                    "failed to update compaction config for group-{}",
+                    new_group_id
+                );
+            }
+            if let Err(err) = commit_multi_var!(self.meta_store_ref(), compaction_groups_txn) {
+                tracing::error!(
+                    error = %err.as_report(),
+                    "failed to update compaction config for group-{}",
+                    new_group_id
+                );
+            }
+        }
+
+        Ok(new_group_id)
+    }
+
+    async fn split_compaction_group_impl(
+        &self,
+        parent_group_id: CompactionGroupId,
+        table_id: StateTableId,
+        vnode: VirtualNode,
+    ) -> Result<CompactionGroupId> {
+        let compaction_guard = self.compaction.write().await;
+        let mut versioning_guard = self.versioning.write().await;
+        let versioning = versioning_guard.deref_mut();
+        // Validate parameters.
+        if !versioning
+            .current_version
+            .levels
+            .contains_key(&parent_group_id)
+        {
+            return Err(Error::CompactionGroup(format!(
+                "invalid group {}",
+                parent_group_id
+            )));
+        }
+
+        let member_table_ids = versioning
+            .current_version
+            .state_table_info
+            .compaction_group_member_table_ids(parent_group_id);
+
+        if !member_table_ids.contains(&TableId::new(table_id)) {
+            return Err(Error::CompactionGroup(format!(
+                "table {} doesn't in group {}",
+                table_id, parent_group_id
+            )));
+        }
+
+        let table_ids = member_table_ids
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec();
+
+        // not need to split
+        if table_id == *table_ids.first().unwrap() && is_vnode_split_to_right(vnode) {
+            return Ok(parent_group_id);
+        }
+
+        if table_id == *table_ids.last().unwrap() && is_vnode_split_to_left(vnode) {
+            return Ok(parent_group_id);
+        }
+
+        let mut version = HummockVersionTransaction::new(
+            &mut versioning.current_version,
+            &mut versioning.hummock_version_deltas,
+            self.env.notification_manager(),
+            &self.metrics,
+        );
+        let mut new_version_delta = version.new_delta();
+
+        let split_key = build_split_key(table_id, vnode);
+        let (_, table_ids_right) = split_table_ids(&table_ids, split_key.clone());
+
+        let split_sst_count = new_version_delta
+            .latest_version()
+            .count_new_ssts_in_group_split(parent_group_id, split_key.clone());
+
+        let new_sst_start_id = next_sstable_object_id(&self.env, split_sst_count).await?;
+        let (new_group, target_compaction_group_id) = {
+            {
+                // All NewCompactionGroup pairs are mapped to one new compaction group.
+                let new_compaction_group_id = next_compaction_group_id(&self.env).await?;
+                // The new config will be persisted later.
+                let config = self
+                    .compaction_group_manager
+                    .read()
+                    .await
+                    .default_compaction_config()
+                    .as_ref()
+                    .clone();
+
+                #[expect(deprecated)]
+                // fill the deprecated field with default value
+                new_version_delta.group_deltas.insert(
+                    new_compaction_group_id,
+                    GroupDeltas {
+                        group_deltas: vec![GroupDelta::GroupConstruct(PbGroupConstruct {
+                            group_config: Some(config.clone()),
+                            group_id: new_compaction_group_id,
+                            parent_group_id,
+                            new_sst_start_id,
+                            table_ids: vec![],
+                            version: CompatibilityVersion::NoMemberTableIds as i32,
+                            split_key: Some(split_key.into()),
+                        })],
+                    },
+                );
+                ((new_compaction_group_id, config), new_compaction_group_id)
+            }
+        };
+
+        let (new_compaction_group_id, config) = new_group;
+        new_version_delta.with_latest_version(|version, new_version_delta| {
+            for table_id in &table_ids_right {
+                let table_id = TableId::new(*table_id);
+                let info = version
+                    .state_table_info
+                    .info()
+                    .get(&table_id)
+                    .expect("have check exist previously");
+                assert!(new_version_delta
+                    .state_table_info_delta
+                    .insert(
+                        table_id,
+                        PbStateTableInfoDelta {
+                            committed_epoch: info.committed_epoch,
+                            safe_epoch: info.safe_epoch,
+                            compaction_group_id: new_compaction_group_id,
+                        }
+                    )
+                    .is_none());
+            }
+        });
+        {
+            let mut compaction_group_manager = self.compaction_group_manager.write().await;
+            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+            compaction_groups_txn
+                .create_compaction_groups(new_compaction_group_id, Arc::new(config));
+
+            new_version_delta.pre_apply();
+            commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
+        }
+        // Instead of handling DeltaType::GroupConstruct for time travel, simply enforce a version snapshot.
+        versioning.mark_next_time_travel_version_snapshot();
+        let mut canceled_tasks = vec![];
+        for task_assignment in compaction_guard.compact_task_assignment.values() {
+            if let Some(task) = task_assignment.compact_task.as_ref() {
+                let need_cancel = HummockManager::is_compact_task_expired(
+                    &task.into(),
+                    &versioning.current_version,
+                );
+                if need_cancel {
+                    canceled_tasks.push(ReportTask {
+                        task_id: task.task_id,
+                        task_status: TaskStatus::ManualCanceled,
+                        table_stats_change: HashMap::default(),
+                        sorted_output_ssts: vec![],
+                    });
+                }
+            }
+        }
+
+        drop(versioning_guard);
+        drop(compaction_guard);
+        self.report_compact_tasks(canceled_tasks).await?;
+
+        // Don't trigger compactions if we enable deterministic compaction
+        if !self.env.opts.compaction_deterministic_test {
+            // commit_epoch may contains SSTs from any compaction group
+            self.try_send_compaction_request(parent_group_id, compact_task::TaskType::SpaceReclaim);
+            self.try_send_compaction_request(
+                target_compaction_group_id,
+                compact_task::TaskType::SpaceReclaim,
+            );
+        }
+
+        self.metrics
+            .move_state_table_count
+            .with_label_values(&[&parent_group_id.to_string()])
+            .inc();
+
+        Ok(target_compaction_group_id)
+    }
+
+    pub async fn move_state_tables_to_dedicated_compaction_group(
+        &self,
+        parent_group_id: CompactionGroupId,
+        table_ids: &[StateTableId],
+    ) -> Result<CompactionGroupId> {
+        if table_ids.is_empty() {
+            return Ok(parent_group_id);
+        }
+
+        if !table_ids.is_sorted() {
+            return Err(Error::CompactionGroup(
+                "table_ids must be sorted".to_string(),
+            ));
+        }
+
+        let parent_table_ids = {
+            let versioning_guard = self.versioning.read().await;
+            versioning_guard
+                .current_version
+                .state_table_info
+                .compaction_group_member_table_ids(parent_group_id)
+                .iter()
+                .map(|table_id| table_id.table_id)
+                .collect_vec()
+        };
+
+        if parent_table_ids == table_ids {
+            return Err(Error::CompactionGroup(format!(
+                "invalid split attempt for group {}: all member tables are moved",
+                parent_group_id
+            )));
+        }
+
+        // move [3,4,5,6]
+        // [1,2,3,4,5,6,7,8,9,10] -> [1,2] [3,4,5,6] [7,8,9,10]
+        // split key
+        // 1. table_id = 3, vnode = 0, epoch = 0
+        // 2. table_id = 7, vnode = 0, epoch = 0
+        let table_ids = table_ids.iter().cloned().unique().collect_vec();
+
+        // The new compaction group id is always generate on the right side
+        // Hence, we return the first compaction group id as the result
+
+        // split 1
+        let target_compaction_group_id = self
+            .split_compaction_group_impl(
+                parent_group_id,
+                *table_ids.first().unwrap(),
+                VNODE_SPLIT_TO_RIGHT,
+            )
+            .await?;
+
+        // split 2
+        self.split_compaction_group_impl(
+            target_compaction_group_id,
+            *table_ids.last().unwrap(),
+            VNODE_SPLIT_TO_LEFT,
+        )
+        .await?;
+
+        Ok(target_compaction_group_id)
     }
 
     pub async fn merge_compaction_group(
@@ -266,7 +559,6 @@ impl HummockManager {
         table_write_throughput: &HashMap<u32, VecDeque<u64>>,
         checkpoint_secs: u64,
         group: &TableGroupInfo,
-        created_tables: &HashSet<u32>,
     ) {
         // split high throughput table to dedicated compaction group
         for (table_id, table_size) in &group.table_statistic {
@@ -274,13 +566,14 @@ impl HummockManager {
                 table_write_throughput,
                 table_id,
                 table_size,
-                !created_tables.contains(table_id),
                 checkpoint_secs,
                 group.group_id,
-                group.group_size,
             )
             .await;
         }
+
+        // split the huge group to multiple groups
+        self.try_split_huge_compaction_group(group).await;
     }
 
     pub async fn try_move_table_to_dedicated_cg(
@@ -288,63 +581,70 @@ impl HummockManager {
         table_write_throughput: &HashMap<u32, VecDeque<u64>>,
         table_id: &u32,
         table_size: &u64,
-        is_creating_table: bool,
         checkpoint_secs: u64,
         parent_group_id: u64,
-        group_size: u64,
     ) {
-        let default_group_id: CompactionGroupId = StaticCompactionGroupId::StateDefault.into();
-        let mv_group_id: CompactionGroupId = StaticCompactionGroupId::MaterializedView.into();
         let partition_vnode_count = self.env.opts.partition_vnode_count;
-        let window_size =
-            self.env.opts.table_info_statistic_history_times / (checkpoint_secs as usize);
 
-        let mut is_high_write_throughput = false;
-        let mut is_low_write_throughput = true;
-        if let Some(history) = table_write_throughput.get(table_id) {
-            if history.len() >= window_size {
-                is_high_write_throughput = history.iter().all(|throughput| {
-                    *throughput / checkpoint_secs > self.env.opts.table_write_throughput_threshold
-                });
-                is_low_write_throughput = history.iter().any(|throughput| {
-                    *throughput / checkpoint_secs < self.env.opts.min_table_split_write_throughput
-                });
-            }
+        if !table_write_throughput.contains_key(table_id) {
+            tracing::debug!("table {} write throughput history is not exist", table_id);
+            return;
         }
 
-        let state_table_size = *table_size;
-
-        // 1. Avoid splitting a creating table
-        // 2. Avoid splitting a is_low_write_throughput creating table
-        // 3. Avoid splitting a non-high throughput medium-sized table
-        if is_creating_table
-            || (is_low_write_throughput)
-            || (state_table_size < self.env.opts.min_table_split_size && !is_high_write_throughput)
-        {
+        let window_size = self.env.opts.table_info_statistic_history_times / 4;
+        if !table_write_throughput.get(table_id).unwrap().len() < window_size {
+            tracing::debug!("table {} write throughput history is not enough", table_id);
             return;
         }
 
-        // do not split a large table and a small table because it would increase IOPS
-        // of small table.
-        if parent_group_id != default_group_id && parent_group_id != mv_group_id {
-            let rest_group_size = group_size - state_table_size;
-            if rest_group_size < state_table_size
-                && rest_group_size < self.env.opts.min_table_split_size
-            {
-                return;
-            }
+        let is_high_write_throughput = is_table_high_write_throughput(
+            table_write_throughput,
+            *table_id,
+            checkpoint_secs,
+            window_size,
+            self.env.opts.table_write_throughput_threshold,
+        );
+
+        let state_table_size = *table_size;
+        // do not split a small table to dedicated compaction group
+        // do not split a table to dedicated compaction group if it is not high write throughput
+        if state_table_size < self.env.opts.min_table_split_size || !is_high_write_throughput {
+            return;
         }
 
         let ret = self
-            .move_state_table_to_compaction_group(
-                parent_group_id,
-                &[*table_id],
-                partition_vnode_count,
-            )
+            .move_state_tables_to_dedicated_compaction_group(parent_group_id, &[*table_id])
             .await;
         match ret {
             Ok(new_group_id) => {
                 tracing::info!("move state table [{}] from group-{} to group-{} success table_vnode_partition_count {:?}", table_id, parent_group_id, new_group_id, partition_vnode_count);
+
+                // update compaction config for target_compaction_group_id
+                let mut compaction_group_manager = self.compaction_group_manager.write().await;
+                let mut compaction_groups_txn =
+                    compaction_group_manager.start_compaction_groups_txn();
+                if let Err(err) = compaction_groups_txn.update_compaction_config(
+                    &[new_group_id],
+                    &[MutableConfig::SplitWeightByVnode(partition_vnode_count)],
+                ) {
+                    tracing::error!(
+                        error = %err.as_report(),
+                        "failed to update compaction config for group-{}",
+                        new_group_id
+                    );
+                }
+                if let Err(err) = commit_multi_var!(self.meta_store_ref(), compaction_groups_txn) {
+                    tracing::error!(
+                        error = %err.as_report(),
+                        "failed to update compaction config for group-{}",
+                        new_group_id
+                    );
+                }
+
+                self.metrics
+                    .split_compaction_group_count
+                    .with_label_values(&[&parent_group_id.to_string()])
+                    .inc();
             }
             Err(e) => {
                 tracing::info!(
@@ -356,4 +656,286 @@ impl HummockManager {
             }
         }
     }
+
+    pub async fn try_split_huge_compaction_group(&self, group: &TableGroupInfo) {
+        // split the huge group to multiple groups
+        let compaction_group_config = {
+            let compaction_group_manager = self.compaction_group_manager.read().await;
+            compaction_group_manager
+                .try_get_compaction_group_config(group.group_id)
+                .unwrap()
+        };
+
+        let is_huge_hybrid_group = group.group_size
+            > (compaction_group_config.max_estimated_group_size() * 8 / 10)
+            && group.table_statistic.len() > 1;
+        if is_huge_hybrid_group {
+            let mut accumulated_size = 0;
+            let mut table_ids = Vec::default();
+            assert!(group.table_statistic.keys().is_sorted());
+
+            for (table_id, table_size) in &group.table_statistic {
+                accumulated_size += table_size;
+                table_ids.push(*table_id);
+                if accumulated_size * 2 > group.group_size {
+                    let ret = self
+                        .move_state_tables_to_dedicated_compaction_group(group.group_id, &table_ids)
+                        .await;
+                    match ret {
+                        Ok(new_group_id) => {
+                            tracing::info!(
+                                "move state table {:?} from group-{} to group-{} success",
+                                table_ids,
+                                group.group_id,
+                                new_group_id
+                            );
+
+                            self.metrics
+                                .split_compaction_group_count
+                                .with_label_values(&[&group.group_id.to_string()])
+                                .inc();
+                            return;
+                        }
+                        Err(e) => {
+                            tracing::info!(
+                                error = %e.as_report(),
+                                "failed to move state table {:?} from group-{}",
+                                table_ids,
+                                group.group_id
+                            );
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    pub async fn try_merge_compaction_group(
+        &self,
+        table_write_throughput: &HashMap<u32, VecDeque<u64>>,
+        group: &TableGroupInfo,
+        next_group: &TableGroupInfo,
+        checkpoint_secs: u64,
+        created_tables: &HashSet<u32>,
+    ) -> Result<()> {
+        if group.table_statistic.is_empty() || next_group.table_statistic.is_empty() {
+            return Err(Error::CompactionGroup(format!(
+                "group-{} or group-{} is empty",
+                group.group_id, next_group.group_id
+            )));
+        }
+
+        // do not merge the compaction group which is creating
+        if check_is_creating_compaction_group(group, created_tables) {
+            tracing::info!(
+                "Not Merge creating group {} next_group {}",
+                group.group_id,
+                next_group.group_id
+            );
+            return Err(Error::CompactionGroup(format!(
+                "group-{} is creating",
+                group.group_id
+            )));
+        }
+
+        // do not merge high throughput group
+        let window_size =
+            self.env.opts.table_info_statistic_history_times / (checkpoint_secs as usize);
+
+        // merge the group which is low write throughput
+        if !check_is_low_write_throughput_compaction_group(
+            table_write_throughput,
+            checkpoint_secs,
+            window_size,
+            self.env.opts.min_table_split_write_throughput,
+            group,
+        ) {
+            tracing::info!(
+                "Not Merge high throughput group {} next_group {}",
+                group.group_id,
+                next_group.group_id
+            );
+            return Err(Error::CompactionGroup(format!(
+                "group-{} is high throughput",
+                group.group_id
+            )));
+        }
+
+        if check_is_huge_group(self, group).await {
+            tracing::info!(
+                "Not Merge huge group {} group_size {} next_group {} next_group_size {}",
+                group.group_id,
+                group.group_size,
+                next_group.group_id,
+                next_group.group_size
+            );
+            return Err(Error::CompactionGroup(format!(
+                "group-{} is huge group_size {}",
+                group.group_id, group.group_size
+            )));
+        }
+
+        if check_is_creating_compaction_group(next_group, created_tables) {
+            tracing::info!(
+                "Not Merge creating group {} next group {}",
+                group.group_id,
+                next_group.group_id
+            );
+            return Err(Error::CompactionGroup(format!(
+                "next_group-{} is creating",
+                next_group.group_id
+            )));
+        }
+
+        if !check_is_low_write_throughput_compaction_group(
+            table_write_throughput,
+            checkpoint_secs,
+            window_size,
+            self.env.opts.min_table_split_write_throughput,
+            next_group,
+        ) {
+            tracing::info!(
+                "Not Merge high throughput group {} next group {}",
+                group.group_id,
+                next_group.group_id
+            );
+            return Err(Error::CompactionGroup(format!(
+                "next_group-{} is high throughput",
+                next_group.group_id
+            )));
+        }
+
+        if check_is_huge_group(self, next_group).await {
+            tracing::info!(
+                "Not Merge huge group {} group_size {} next_group {} next_group_size {}",
+                group.group_id,
+                group.group_size,
+                next_group.group_id,
+                next_group.group_size
+            );
+            return Err(Error::CompactionGroup(format!(
+                "next_group-{} is huge",
+                next_group.group_id
+            )));
+        }
+
+        match self
+            .merge_compaction_group(group.group_id, next_group.group_id)
+            .await
+        {
+            Ok(()) => {
+                tracing::info!(
+                    "merge group-{} to group-{}",
+                    next_group.group_id,
+                    group.group_id,
+                );
+
+                self.metrics
+                    .merge_compaction_group_count
+                    .with_label_values(&[&group.group_id.to_string()])
+                    .inc();
+            }
+            Err(e) => {
+                tracing::info!(
+                    error = %e.as_report(),
+                    "failed to merge group-{}  group-{}",
+                    next_group.group_id,
+                    group.group_id,
+                )
+            }
+        }
+
+        Ok(())
+    }
+}
+
+pub fn is_table_high_write_throughput(
+    table_write_throughput: &HashMap<u32, VecDeque<u64>>,
+    table_id: StateTableId,
+    checkpoint_secs: u64,
+    window_size: usize,
+    threshold: u64,
+) -> bool {
+    let history = table_write_throughput.get(&table_id).unwrap();
+
+    // Determine if 1/2 of the values in the interval exceed the threshold.
+    let mut high_write_throughput_count = 0;
+    for throughput in history {
+        if *throughput / checkpoint_secs > threshold {
+            high_write_throughput_count += 1;
+        }
+    }
+
+    return high_write_throughput_count * 2 > window_size;
+}
+
+pub fn is_table_low_write_throughput(
+    table_write_throughput: &HashMap<u32, VecDeque<u64>>,
+    table_id: StateTableId,
+    checkpoint_secs: u64,
+    window_size: usize,
+    threshold: u64,
+) -> bool {
+    let history = table_write_throughput.get(&table_id).unwrap();
+
+    // Determine if 2/3 of the values in the interval below the threshold.
+    let mut low_write_throughput_count = 0;
+    for throughput in history {
+        if *throughput / checkpoint_secs < threshold {
+            low_write_throughput_count += 1;
+        }
+    }
+    return low_write_throughput_count * 3 / 2 > window_size;
+}
+
+async fn check_is_huge_group(hummock_manager: &HummockManager, group: &TableGroupInfo) -> bool {
+    let group_config = hummock_manager
+        .compaction_group_manager
+        .read()
+        .await
+        .try_get_compaction_group_config(group.group_id)
+        .unwrap();
+
+    group.group_size > (group_config.max_estimated_group_size() * 3 / 10)
+}
+
+fn check_is_low_write_throughput_compaction_group(
+    table_write_throughput: &HashMap<u32, VecDeque<u64>>,
+    checkpoint_secs: u64,
+    window_size: usize,
+    threshold: u64,
+    group: &TableGroupInfo,
+) -> bool {
+    // check table exists
+    let live_table = group
+        .table_statistic
+        .keys()
+        .filter(|table_id| table_write_throughput.contains_key(table_id))
+        .filter(|table_id| table_write_throughput.get(&table_id).unwrap().len() >= window_size)
+        .cloned()
+        .collect_vec();
+
+    if live_table.is_empty() {
+        return false;
+    }
+
+    live_table.into_iter().all(|table_id| {
+        is_table_low_write_throughput(
+            table_write_throughput,
+            table_id,
+            checkpoint_secs,
+            window_size,
+            threshold,
+        )
+    })
+}
+
+fn check_is_creating_compaction_group(
+    group: &TableGroupInfo,
+    created_tables: &HashSet<u32>,
+) -> bool {
+    group
+        .table_statistic
+        .keys()
+        .any(|table_id| !created_tables.contains(table_id))
 }
diff --git a/src/meta/src/hummock/manager/gc.rs b/src/meta/src/hummock/manager/gc.rs
index 97a99945bcf41..dab068ac4dc70 100644
--- a/src/meta/src/hummock/manager/gc.rs
+++ b/src/meta/src/hummock/manager/gc.rs
@@ -426,7 +426,7 @@ mod tests {
         );
 
         // All committed SST ids should be excluded from GC.
-        let sst_infos = add_test_tables(hummock_manager.as_ref(), context_id).await;
+        let sst_infos = add_test_tables(hummock_manager.clone(), context_id).await;
         let committed_object_ids = sst_infos
             .into_iter()
             .flatten()
diff --git a/src/meta/src/hummock/manager/mod.rs b/src/meta/src/hummock/manager/mod.rs
index d43b1cc6f5421..7ba8f60c5dee4 100644
--- a/src/meta/src/hummock/manager/mod.rs
+++ b/src/meta/src/hummock/manager/mod.rs
@@ -58,7 +58,7 @@ pub use context::HummockVersionSafePoint;
 use versioning::*;
 pub(crate) mod checkpoint;
 mod commit_epoch;
-mod compaction;
+pub mod compaction;
 pub mod sequence;
 pub mod time_travel;
 mod timer_task;
@@ -391,12 +391,7 @@ impl HummockManager {
             versioning_guard.checkpoint = c;
             versioning_guard.checkpoint.version.clone()
         } else {
-            let default_compaction_config = self
-                .compaction_group_manager
-                .read()
-                .await
-                .default_compaction_config();
-            let checkpoint_version = HummockVersion::create_init_version(default_compaction_config);
+            let checkpoint_version = HummockVersion::create_init_version();
             tracing::info!("init hummock version checkpoint");
             versioning_guard.checkpoint = HummockVersionCheckpoint {
                 version: checkpoint_version.clone(),
@@ -405,6 +400,7 @@ impl HummockManager {
             self.write_checkpoint(&versioning_guard.checkpoint).await?;
             checkpoint_version
         };
+
         for version_delta in hummock_version_deltas.values() {
             if version_delta.prev_id == redo_state.id {
                 redo_state.apply_version_delta(version_delta);
diff --git a/src/meta/src/hummock/manager/tests.rs b/src/meta/src/hummock/manager/tests.rs
index d0183d84d23c5..bc5c5bbb1f127 100644
--- a/src/meta/src/hummock/manager/tests.rs
+++ b/src/meta/src/hummock/manager/tests.rs
@@ -17,33 +17,36 @@
 use std::borrow::Borrow;
 use std::cmp::Ordering;
 use std::collections::HashMap;
+use std::sync::Arc;
 
 use itertools::Itertools;
 use prometheus::Registry;
 use risingwave_common::catalog::TableId;
+use risingwave_common::hash::VirtualNode;
 use risingwave_common::util::epoch::{test_epoch, EpochExt, INVALID_EPOCH};
 use risingwave_hummock_sdk::compact::compact_task_to_string;
-use risingwave_hummock_sdk::compact_task::CompactTask;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::get_compaction_group_ssts;
 use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
+use risingwave_hummock_sdk::key::{gen_key_from_str, FullKey};
 use risingwave_hummock_sdk::key_range::KeyRange;
 use risingwave_hummock_sdk::sstable_info::SstableInfo;
 use risingwave_hummock_sdk::table_stats::{to_prost_table_stats_map, TableStats, TableStatsMap};
 use risingwave_hummock_sdk::version::HummockVersion;
 use risingwave_hummock_sdk::{
     CompactionGroupId, HummockContextId, HummockEpoch, HummockSstableObjectId, HummockVersionId,
-    LocalSstableInfo, FIRST_VERSION_ID,
+    LocalSstableInfo, SyncResult, FIRST_VERSION_ID,
 };
 use risingwave_pb::common::{HostAddress, WorkerType};
 use risingwave_pb::hummock::compact_task::TaskStatus;
 use risingwave_pb::hummock::{HummockPinnedSnapshot, HummockPinnedVersion, HummockSnapshot};
 use risingwave_pb::meta::add_worker_node_request::Property;
+use risingwave_rpc_client::HummockMetaClient;
 
 use crate::hummock::compaction::compaction_config::CompactionConfigBuilder;
 use crate::hummock::compaction::selector::{default_compaction_selector, ManualCompactionOption};
 use crate::hummock::error::Error;
 use crate::hummock::test_utils::*;
-use crate::hummock::{HummockManager, HummockManagerRef};
+use crate::hummock::{HummockManagerRef, MockHummockMetaClient};
 use crate::manager::{MetaSrvEnv, MetaStoreImpl, WorkerId};
 use crate::model::MetadataModel;
 use crate::rpc::metrics::MetaMetrics;
@@ -184,16 +187,6 @@ async fn test_hummock_compaction_task() {
     let (_, hummock_manager, _, _worker_node) = setup_compute_env(80).await;
     let sst_num = 2;
 
-    // No compaction task available.
-    assert!(hummock_manager
-        .get_compact_task(
-            StaticCompactionGroupId::StateDefault.into(),
-            &mut default_compaction_selector(),
-        )
-        .await
-        .unwrap()
-        .is_none());
-
     // Add some sstables and commit.
     let epoch = test_epoch(1);
     let original_tables = generate_test_sstables_with_table_id(
@@ -225,7 +218,7 @@ async fn test_hummock_compaction_task() {
         .unwrap()
         .unwrap();
     assert_eq!(compact_task.input_ssts.first().unwrap().level_idx, 0);
-    assert_eq!(compact_task.task_id, 2);
+    assert_eq!(compact_task.task_id, 1);
 
     // Cancel the task and succeed.
     assert!(hummock_manager
@@ -242,7 +235,7 @@ async fn test_hummock_compaction_task() {
         .await
         .unwrap()
         .unwrap();
-    assert_eq!(compact_task.task_id, 3);
+    assert_eq!(compact_task.task_id, 2);
     // Finish the task and succeed.
 
     assert!(hummock_manager
@@ -257,6 +250,7 @@ async fn test_hummock_table() {
 
     let epoch = test_epoch(1);
     let original_tables = generate_test_tables(epoch, get_sst_ids(&hummock_manager, 2).await);
+
     register_sstable_infos_to_compaction_group(
         &hummock_manager,
         &original_tables,
@@ -296,7 +290,11 @@ async fn test_hummock_table() {
 
 #[tokio::test]
 async fn test_hummock_transaction() {
-    let (_env, hummock_manager, _cluster_manager, _worker_node) = setup_compute_env(80).await;
+    let (_env, hummock_manager_ref, _cluster_manager, worker_node) = setup_compute_env(80).await;
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager_ref.clone(),
+        worker_node.id,
+    ));
     let mut committed_tables = vec![];
 
     // Add and commit tables in epoch1.
@@ -305,15 +303,10 @@ async fn test_hummock_transaction() {
     let epoch1 = test_epoch(1);
     {
         // Add tables in epoch1
-        let tables_in_epoch1 = generate_test_tables(epoch1, get_sst_ids(&hummock_manager, 2).await);
-        register_sstable_infos_to_compaction_group(
-            &hummock_manager,
-            &tables_in_epoch1,
-            StaticCompactionGroupId::StateDefault.into(),
-        )
-        .await;
+        let tables_in_epoch1 =
+            generate_test_tables(epoch1, get_sst_ids(&hummock_manager_ref, 2).await);
         // Get tables before committing epoch1. No tables should be returned.
-        let current_version = hummock_manager.get_current_version().await;
+        let current_version = hummock_manager_ref.get_current_version().await;
         assert_eq!(
             current_version.visible_table_committed_epoch(),
             INVALID_EPOCH
@@ -321,17 +314,21 @@ async fn test_hummock_transaction() {
         assert!(get_sorted_committed_object_ids(&current_version).is_empty());
 
         // Commit epoch1
-        commit_from_meta_node(
-            hummock_manager.borrow(),
-            epoch1,
-            to_local_sstable_info(&tables_in_epoch1),
-        )
-        .await
-        .unwrap();
+        hummock_meta_client
+            .commit_epoch(
+                epoch1,
+                SyncResult {
+                    uncommitted_ssts: to_local_sstable_info(&tables_in_epoch1),
+                    ..Default::default()
+                },
+            )
+            .await
+            .unwrap();
+
         committed_tables.extend(tables_in_epoch1.clone());
 
         // Get tables after committing epoch1. All tables committed in epoch1 should be returned
-        let current_version = hummock_manager.get_current_version().await;
+        let current_version = hummock_manager_ref.get_current_version().await;
         assert_eq!(current_version.visible_table_committed_epoch(), epoch1);
         assert_eq!(
             get_sorted_object_ids(&committed_tables),
@@ -345,16 +342,17 @@ async fn test_hummock_transaction() {
     let epoch2 = epoch1.next_epoch();
     {
         // Add tables in epoch2
-        let tables_in_epoch2 = generate_test_tables(epoch2, get_sst_ids(&hummock_manager, 2).await);
+        let tables_in_epoch2 =
+            generate_test_tables(epoch2, get_sst_ids(&hummock_manager_ref, 2).await);
         register_sstable_infos_to_compaction_group(
-            &hummock_manager,
+            &hummock_manager_ref,
             &tables_in_epoch2,
             StaticCompactionGroupId::StateDefault.into(),
         )
         .await;
         // Get tables before committing epoch2. tables_in_epoch1 should be returned and
         // tables_in_epoch2 should be invisible.
-        let current_version = hummock_manager.get_current_version().await;
+        let current_version = hummock_manager_ref.get_current_version().await;
         assert_eq!(current_version.visible_table_committed_epoch(), epoch1);
         assert_eq!(
             get_sorted_object_ids(&committed_tables),
@@ -362,19 +360,24 @@ async fn test_hummock_transaction() {
         );
 
         // Commit epoch2
-        commit_from_meta_node(
-            hummock_manager.borrow(),
-            epoch2,
-            to_local_sstable_info(&tables_in_epoch2),
-        )
-        .await
-        .unwrap();
+        hummock_meta_client
+            .commit_epoch(
+                epoch2,
+                SyncResult {
+                    uncommitted_ssts: to_local_sstable_info(&tables_in_epoch2),
+                    ..Default::default()
+                },
+            )
+            .await
+            .unwrap();
+
         committed_tables.extend(tables_in_epoch2);
 
         // Get tables after committing epoch2. tables_in_epoch1 and tables_in_epoch2 should be
         // returned
-        let current_version = hummock_manager.get_current_version().await;
+        let current_version = hummock_manager_ref.get_current_version().await;
         assert_eq!(current_version.visible_table_committed_epoch(), epoch2);
+
         assert_eq!(
             get_sorted_object_ids(&committed_tables),
             get_sorted_committed_object_ids(&current_version)
@@ -800,6 +803,7 @@ async fn test_invalid_sst_id() {
 async fn test_trigger_manual_compaction() {
     let (_, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let context_id = worker_node.id;
+    let _ = add_test_tables(hummock_manager.clone(), context_id).await;
 
     {
         let option = ManualCompactionOption::default();
@@ -831,7 +835,6 @@ async fn test_trigger_manual_compaction() {
     }
 
     // Generate data for compaction task
-    let _ = add_test_tables(&hummock_manager, context_id).await;
     {
         // to check compactor send task fail
         drop(receiver);
@@ -1072,7 +1075,7 @@ async fn test_extend_objects_to_delete() {
     let (_env, hummock_manager, _cluster_manager, worker_node) = setup_compute_env(80).await;
     let context_id = worker_node.id;
     let _pinned_version1 = hummock_manager.pin_version(context_id).await.unwrap();
-    let sst_infos = add_test_tables(hummock_manager.as_ref(), context_id).await;
+    let sst_infos = add_test_tables(hummock_manager.clone(), context_id).await;
     let max_committed_object_id = sst_infos
         .iter()
         .map(|ssts| {
@@ -1307,11 +1310,7 @@ async fn test_split_compaction_group_on_commit() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let context_id = worker_node.id;
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 3)])
+        .register_table_ids_for_test(&[(100, 2), (101, 3)])
         .await
         .unwrap();
     let sst_1 = LocalSstableInfo {
@@ -1380,7 +1379,10 @@ async fn test_split_compaction_group_on_commit() {
 #[tokio::test]
 async fn test_split_compaction_group_on_demand_basic() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
     let original_groups = hummock_manager
         .get_current_version()
         .await
@@ -1389,7 +1391,7 @@ async fn test_split_compaction_group_on_demand_basic() {
         .cloned()
         .sorted()
         .collect_vec();
-    assert_eq!(original_groups, vec![2, 3]);
+    assert!(original_groups.is_empty());
 
     let err = hummock_manager
         .split_compaction_group(100, &[0], 0)
@@ -1401,20 +1403,13 @@ async fn test_split_compaction_group_on_demand_basic() {
         .split_compaction_group(2, &[100], 0)
         .await
         .unwrap_err();
-    assert_eq!(
-        "compaction group error: table 100 doesn't in group 2",
-        err.to_string()
-    );
+    assert_eq!("compaction group error: invalid group 2", err.to_string());
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2)])
         .await
         .unwrap();
-    let sst_1 = LocalSstableInfo {
+    let mut sst_1 = LocalSstableInfo {
         sst_info: SstableInfo {
             object_id: 10,
             sst_id: 10,
@@ -1432,7 +1427,20 @@ async fn test_split_compaction_group_on_demand_basic() {
         },
         table_stats: Default::default(),
     };
-    let sst_2 = LocalSstableInfo {
+
+    {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(100), table_key_r, epoch).encode();
+        sst_1.sst_info.key_range = KeyRange {
+            left: full_key_l.into(),
+            right: full_key_r.into(),
+            right_exclusive: false,
+        };
+    }
+    let mut sst_2 = LocalSstableInfo {
         sst_info: SstableInfo {
             object_id: 11,
             sst_id: 11,
@@ -1450,11 +1458,25 @@ async fn test_split_compaction_group_on_demand_basic() {
         },
         table_stats: Default::default(),
     };
-    hummock_manager
-        .commit_epoch_for_test(
+    {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
+        sst_2.sst_info.key_range = KeyRange {
+            left: full_key_l.into(),
+            right: full_key_r.into(),
+            right_exclusive: false,
+        };
+    }
+    hummock_meta_client
+        .commit_epoch(
             30,
-            vec![sst_1, sst_2],
-            HashMap::from([(10, context_id), (11, context_id)]),
+            SyncResult {
+                uncommitted_ssts: vec![sst_1, sst_2],
+                ..Default::default()
+            },
         )
         .await
         .unwrap();
@@ -1480,21 +1502,24 @@ async fn test_split_compaction_group_on_demand_basic() {
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
-    assert_eq!(current_version.levels.len(), 3);
-    let new_group_id = current_version.levels.keys().max().cloned().unwrap();
-    assert!(new_group_id > StaticCompactionGroupId::End as u64);
+    assert_eq!(current_version.levels.len(), 2);
+    let right_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 102).await;
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, 2),
+        get_compaction_group_object_ids(&current_version, right_compaction_group_id),
         Vec::<u64>::new()
     );
+
+    let left_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, new_group_id),
+        get_compaction_group_object_ids(&current_version, left_compaction_group_id),
         vec![10, 11]
     );
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(right_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -1503,7 +1528,7 @@ async fn test_split_compaction_group_on_demand_basic() {
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(new_group_id)
+            .compaction_group_member_table_ids(left_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .sorted()
@@ -1515,8 +1540,12 @@ async fn test_split_compaction_group_on_demand_basic() {
 #[tokio::test]
 async fn test_split_compaction_group_on_demand_non_trivial() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
-    let sst_1 = LocalSstableInfo {
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
+
+    let mut sst_1 = LocalSstableInfo {
         sst_info: SstableInfo {
             object_id: 10,
             sst_id: 10,
@@ -1530,16 +1559,33 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
         },
         table_stats: Default::default(),
     };
+
+    {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
+        sst_1.sst_info.key_range = KeyRange {
+            left: full_key_l.into(),
+            right: full_key_r.into(),
+            right_exclusive: false,
+        };
+    }
+
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2)])
         .await
         .unwrap();
-    hummock_manager
-        .commit_epoch_for_test(30, vec![sst_1], HashMap::from([(10, context_id)]))
+
+    hummock_meta_client
+        .commit_epoch(
+            30,
+            SyncResult {
+                uncommitted_ssts: vec![sst_1],
+                ..Default::default()
+            },
+        )
         .await
         .unwrap();
 
@@ -1549,21 +1595,23 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
         .unwrap();
 
     let current_version = hummock_manager.get_current_version().await;
-    assert_eq!(current_version.levels.len(), 3);
-    let new_group_id = current_version.levels.keys().max().cloned().unwrap();
-    assert!(new_group_id > StaticCompactionGroupId::End as u64);
+    assert_eq!(current_version.levels.len(), 2);
+    let left_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    let right_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, 2),
+        get_compaction_group_object_ids(&current_version, left_compaction_group_id),
         vec![10]
     );
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, new_group_id),
+        get_compaction_group_object_ids(&current_version, right_compaction_group_id),
         vec![10]
     );
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(right_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -1572,7 +1620,7 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(new_group_id)
+            .compaction_group_member_table_ids(left_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -1583,8 +1631,11 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
 #[tokio::test]
 async fn test_split_compaction_group_trivial_expired() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
-    let original_groups = hummock_manager
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
+    let original_groups: Vec<u64> = hummock_manager
         .get_current_version()
         .await
         .levels
@@ -1592,24 +1643,25 @@ async fn test_split_compaction_group_trivial_expired() {
         .cloned()
         .sorted()
         .collect_vec();
-    assert_eq!(original_groups, vec![2, 3]);
-    hummock_manager.compactor_manager.add_compactor(context_id);
+    assert!(original_groups.is_empty());
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2)])
         .await
         .unwrap();
+
+    let epoch = test_epoch(20);
+    let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+    let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+    let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+    let full_key_r = FullKey::for_test(TableId::new(100), table_key_r, epoch).encode();
     let sst_1 = LocalSstableInfo {
         sst_info: SstableInfo {
             object_id: 10,
             sst_id: 10,
             key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 1, 20).into(),
-                right: iterator_test_key_of_epoch(100, 100, 20).into(),
+                left: full_key_l.into(),
+                right: full_key_r.into(),
                 right_exclusive: false,
             },
             table_ids: vec![100],
@@ -1619,8 +1671,20 @@ async fn test_split_compaction_group_trivial_expired() {
             sst_size: 100,
             ..Default::default()
         },
-        table_stats: Default::default(),
+        table_stats: HashMap::from([(
+            100,
+            TableStats {
+                total_compressed_size: 100,
+                ..Default::default()
+            },
+        )]),
     };
+
+    let epoch = test_epoch(20);
+    let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+    let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+    let full_key_l = FullKey::for_test(TableId::new(101), table_key_l, epoch).encode();
+    let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
     let sst_2 = LocalSstableInfo {
         sst_info: SstableInfo {
             object_id: 11,
@@ -1629,15 +1693,21 @@ async fn test_split_compaction_group_trivial_expired() {
             min_epoch: 20,
             max_epoch: 20,
             key_range: KeyRange {
-                left: iterator_test_key_of_epoch(101, 1, 20).into(),
-                right: iterator_test_key_of_epoch(101, 100, 20).into(),
+                left: full_key_l.into(),
+                right: full_key_r.into(),
                 right_exclusive: false,
             },
             file_size: 100,
             sst_size: 100,
             ..Default::default()
         },
-        table_stats: Default::default(),
+        table_stats: HashMap::from([(
+            101,
+            TableStats {
+                total_compressed_size: 100,
+                ..Default::default()
+            },
+        )]),
     };
     let mut sst_3 = sst_2.clone();
     let mut sst_4 = sst_1.clone();
@@ -1645,16 +1715,13 @@ async fn test_split_compaction_group_trivial_expired() {
     sst_3.sst_info.object_id = 8;
     sst_4.sst_info.sst_id = 9;
     sst_4.sst_info.object_id = 9;
-    hummock_manager
-        .commit_epoch_for_test(
+    hummock_meta_client
+        .commit_epoch(
             30,
-            vec![sst_1, sst_2, sst_3, sst_4],
-            HashMap::from([
-                (10, context_id),
-                (11, context_id),
-                (9, context_id),
-                (8, context_id),
-            ]),
+            SyncResult {
+                uncommitted_ssts: vec![sst_1, sst_2, sst_3, sst_4],
+                ..Default::default()
+            },
         )
         .await
         .unwrap();
@@ -1677,13 +1744,16 @@ async fn test_split_compaction_group_trivial_expired() {
         .unwrap();
 
     let current_version = hummock_manager.get_current_version().await;
-    let new_group_id = current_version.levels.keys().max().cloned().unwrap();
-    assert_eq!(current_version.levels.len(), 3);
-    assert!(new_group_id > StaticCompactionGroupId::End as u64);
+    let left_compction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    let right_compction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
+    assert_eq!(current_version.levels.len(), 2);
+
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(right_compction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .sorted()
@@ -1693,7 +1763,7 @@ async fn test_split_compaction_group_trivial_expired() {
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(new_group_id)
+            .compaction_group_member_table_ids(left_compction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -1701,7 +1771,7 @@ async fn test_split_compaction_group_trivial_expired() {
     );
 
     let task2 = hummock_manager
-        .get_compact_task(new_group_id, &mut default_compaction_selector())
+        .get_compact_task(left_compction_group_id, &mut default_compaction_selector())
         .await
         .unwrap()
         .unwrap();
@@ -1734,141 +1804,181 @@ async fn test_split_compaction_group_trivial_expired() {
     assert!(!ret);
 }
 
-async fn get_manual_compact_task(
-    hummock_manager: &HummockManager,
-    context_id: HummockContextId,
-) -> CompactTask {
-    hummock_manager.compactor_manager.add_compactor(context_id);
-    hummock_manager
-        .manual_get_compact_task(
-            2,
-            ManualCompactionOption {
-                level: 0,
-                ..Default::default()
-            },
-        )
-        .await
-        .unwrap()
-        .unwrap()
-}
-
 #[tokio::test]
 async fn test_split_compaction_group_on_demand_bottom_levels() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2)])
         .await
         .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
+    let sst_1 = {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(100), table_key_r, epoch).encode();
+        LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 10,
+                sst_id: 10,
+                key_range: KeyRange {
+                    left: full_key_l.into(),
+                    right: full_key_r.into(),
+                    right_exclusive: false,
+                },
+                table_ids: vec![100],
+                min_epoch: 20,
+                max_epoch: 20,
+                file_size: 100,
+                sst_size: 100,
+                ..Default::default()
+            },
+            table_stats: Default::default(),
+        }
+    };
+
+    let sst_2 = {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(129), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
+
+        LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 11,
+                sst_id: 11,
+                table_ids: vec![100, 101],
+                key_range: KeyRange {
+                    left: full_key_l.into(),
+                    right: full_key_r.into(),
+                    right_exclusive: false,
+                },
+                file_size: 100,
+                sst_size: 100,
+                ..Default::default()
+            },
+            table_stats: Default::default(),
+        }
+    };
+
+    let sst_3 = {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(129), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(255), "1");
+        let full_key_l = FullKey::for_test(TableId::new(101), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
+        LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 12,
+                sst_id: 12,
+                table_ids: vec![101],
+                key_range: KeyRange {
+                    left: full_key_l.into(),
+                    right: full_key_r.into(),
+                    right_exclusive: false,
+                },
+                file_size: 100,
+                sst_size: 100,
+                ..Default::default()
+            },
+            table_stats: Default::default(),
+        }
+    };
+
+    hummock_meta_client
+        .commit_epoch(
+            30,
+            SyncResult {
+                uncommitted_ssts: vec![sst_1.clone(), sst_2.clone(), sst_3.clone()],
+                ..Default::default()
+            },
+        )
         .await
         .unwrap();
 
-    let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
-        table_stats: Default::default(),
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+
+    let manual_compcation_option = ManualCompactionOption {
+        level: 0,
+        ..Default::default()
     };
-    hummock_manager
-        .commit_epoch_for_test(30, vec![sst_1.clone()], HashMap::from([(10, context_id)]))
+    // 2. get compact task
+    let compact_task = hummock_manager
+        .manual_get_compact_task(compaction_group_id, manual_compcation_option)
         .await
+        .unwrap()
         .unwrap();
-    // Construct data via manual compaction
-    let compaction_task = get_manual_compact_task(&hummock_manager, context_id).await;
-    let base_level: usize = 6;
-    assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 1);
-    assert_eq!(compaction_task.target_level, base_level as u32);
 
-    assert!(hummock_manager
+    assert_eq!(
+        compact_task
+            .input_ssts
+            .iter()
+            .map(|level| level.table_infos.len())
+            .sum::<usize>(),
+        3,
+    );
+
+    hummock_manager
         .report_compact_task(
-            compaction_task.task_id,
+            compact_task.task_id,
             TaskStatus::Success,
-            vec![
-                SstableInfo {
-                    object_id: 11,
-                    sst_id: 11,
-                    table_ids: vec![100, 101],
-                    key_range: KeyRange {
-                        left: iterator_test_key_of_epoch(1, 1, 1).into(),
-                        right: iterator_test_key_of_epoch(1, 1, 1).into(),
-                        right_exclusive: false,
-                    },
-                    file_size: 100,
-                    sst_size: 100,
-                    ..Default::default()
-                },
-                SstableInfo {
-                    object_id: 12,
-                    sst_id: 12,
-                    table_ids: vec![100],
-                    key_range: KeyRange {
-                        left: iterator_test_key_of_epoch(1, 2, 2).into(),
-                        right: iterator_test_key_of_epoch(1, 2, 2).into(),
-                        right_exclusive: false,
-                    },
-                    file_size: 100,
-                    sst_size: 100,
-                    ..Default::default()
-                },
-            ],
+            compact_task
+                .input_ssts
+                .iter()
+                .flat_map(|level| level.table_infos.clone())
+                .collect(),
             None,
         )
         .await
-        .unwrap());
-    let current_version = hummock_manager.get_current_version().await;
-    assert!(current_version
-        .get_compaction_group_levels(2)
-        .l0
-        .sub_levels
-        .is_empty());
-    assert_eq!(
-        current_version.get_compaction_group_levels(2).levels[base_level - 1]
-            .table_infos
-            .len(),
-        2
-    );
+        .unwrap();
+
+    let base_level: usize = 6;
 
     hummock_manager
         .split_compaction_group(2, &[100], 0)
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
-    let new_group_id = current_version.levels.keys().max().cloned().unwrap();
+    // let new_group_id = current_version.levels.keys().max().cloned().unwrap();
+    let left_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    let right_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(
-        current_version.get_compaction_group_levels(2).levels[base_level - 1]
+        current_version
+            .get_compaction_group_levels(left_compaction_group_id)
+            .levels[base_level - 1]
             .table_infos
             .len(),
-        1
+        2
     );
 
     assert_eq!(
-        current_version.get_compaction_group_levels(2).levels[base_level - 1].table_infos[0]
-            .object_id,
-        sst_1.sst_info.object_id + 1,
-    );
-    assert_eq!(
-        current_version.get_compaction_group_levels(2).levels[base_level - 1].table_infos[0]
+        current_version
+            .get_compaction_group_levels(right_compaction_group_id)
+            .levels[base_level - 1]
+            .table_infos[0]
             .table_ids,
         vec![101]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
+            .get_compaction_group_levels(left_compaction_group_id)
+            .levels[base_level - 1]
+            .table_infos
+            .len(),
+        2
+    );
+    assert_eq!(
+        current_version
+            .get_compaction_group_levels(right_compaction_group_id)
             .levels[base_level - 1]
             .table_infos
             .len(),
@@ -1876,7 +1986,7 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
+            .get_compaction_group_levels(left_compaction_group_id)
             .levels[base_level - 1]
             .table_infos[0]
             .table_ids,
@@ -1884,27 +1994,21 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
+            .get_compaction_group_levels(right_compaction_group_id)
             .levels[base_level - 1]
             .table_infos[1]
             .table_ids,
-        vec![100]
+        vec![101]
     );
 }
 
 #[tokio::test]
 async fn test_compaction_task_expiration_due_to_split_group() {
-    let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
+    let (_env, hummock_manager, _, _worker_node) = setup_compute_env(80).await;
+
+    let hummock_meta_client: Arc<dyn HummockMetaClient> =
+        Arc::new(MockHummockMetaClient::new(hummock_manager.clone(), 1));
 
-    hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
-        .await
-        .unwrap();
     let sst_1 = LocalSstableInfo {
         sst_info: SstableInfo {
             object_id: 10,
@@ -1921,7 +2025,22 @@ async fn test_compaction_task_expiration_due_to_split_group() {
             sst_size: 100,
             ..Default::default()
         },
-        table_stats: Default::default(),
+        table_stats: HashMap::from_iter(vec![
+            (
+                100,
+                TableStats {
+                    total_compressed_size: 50,
+                    ..Default::default()
+                },
+            ),
+            (
+                101,
+                TableStats {
+                    total_compressed_size: 50,
+                    ..Default::default()
+                },
+            ),
+        ]),
     };
     let sst_2 = LocalSstableInfo {
         sst_info: SstableInfo {
@@ -1939,21 +2058,42 @@ async fn test_compaction_task_expiration_due_to_split_group() {
             sst_size: 100,
             ..Default::default()
         },
-        table_stats: Default::default(),
+        table_stats: HashMap::from_iter(vec![(
+            101,
+            TableStats {
+                total_compressed_size: 100,
+                ..Default::default()
+            },
+        )]),
     };
-    hummock_manager
-        .commit_epoch_for_test(
+    hummock_meta_client
+        .commit_epoch(
             30,
-            vec![sst_1, sst_2],
-            HashMap::from([(10, context_id), (11, context_id)]),
+            SyncResult {
+                uncommitted_ssts: vec![sst_1, sst_2],
+                ..Default::default()
+            },
         )
         .await
         .unwrap();
 
-    let compaction_task = get_manual_compact_task(&hummock_manager, context_id).await;
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+
+    let manual_compcation_option = ManualCompactionOption {
+        level: 0,
+        ..Default::default()
+    };
+
+    let compaction_task = hummock_manager
+        .manual_get_compact_task(compaction_group_id, manual_compcation_option.clone())
+        .await
+        .unwrap()
+        .unwrap();
+
     assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 2);
     hummock_manager
-        .split_compaction_group(2, &[100], 0)
+        .split_compaction_group(compaction_group_id, &[100], 0)
         .await
         .unwrap();
 
@@ -1969,7 +2109,16 @@ async fn test_compaction_task_expiration_due_to_split_group() {
         "version should not change because compaction task has been cancelled"
     );
 
-    let compaction_task = get_manual_compact_task(&hummock_manager, context_id).await;
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
+
+    // trivial task
+    let compaction_task = hummock_manager
+        .manual_get_compact_task(compaction_group_id, manual_compcation_option.clone())
+        .await
+        .unwrap()
+        .unwrap();
+
     assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 2);
     hummock_manager
         .report_compact_task(compaction_task.task_id, TaskStatus::Success, vec![], None)
@@ -1986,75 +2135,88 @@ async fn test_compaction_task_expiration_due_to_split_group() {
 #[tokio::test]
 async fn test_move_tables_between_compaction_group() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(102, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2), (102, 2)])
         .await
         .unwrap();
-    let sst_1 = gen_local_sstable_info(10, 1, vec![100, 101, 102]);
-    hummock_manager
-        .commit_epoch_for_test(30, vec![sst_1.clone()], HashMap::from([(10, context_id)]))
+    let mut sst_1 = gen_local_sstable_info(10, 1, vec![100, 101, 102]);
+    {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(103), table_key_r, epoch).encode();
+        sst_1.sst_info.key_range.left = full_key_l.into();
+        sst_1.sst_info.key_range.right = full_key_r.into();
+    }
+
+    hummock_meta_client
+        .commit_epoch(
+            30,
+            SyncResult {
+                uncommitted_ssts: vec![sst_1.clone()],
+                ..Default::default()
+            },
+        )
         .await
         .unwrap();
-    // Construct data via manual compaction
-    let compaction_task = get_manual_compact_task(&hummock_manager, context_id).await;
-    let base_level: usize = 6;
-    assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 1);
-    assert_eq!(compaction_task.target_level, base_level as u32);
-    assert!(hummock_manager
-        .report_compact_task(
-            compaction_task.task_id,
-            TaskStatus::Success,
-            vec![
-                gen_sstable_info(11, 1, vec![100]),
-                gen_sstable_info(12, 2, vec![100, 101]),
-                gen_sstable_info(13, 3, vec![101, 102]),
-            ],
-            None,
+
+    let mut sst_2 = gen_local_sstable_info(14, 1, vec![101, 102]);
+    {
+        let epoch = test_epoch(2);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(101), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(102), table_key_r, epoch).encode();
+        sst_2.sst_info.key_range.left = full_key_l.into();
+        sst_2.sst_info.key_range.right = full_key_r.into();
+    }
+    hummock_meta_client
+        .commit_epoch(
+            31,
+            SyncResult {
+                uncommitted_ssts: vec![sst_2.clone()],
+                ..Default::default()
+            },
         )
         .await
-        .unwrap());
-    let sst_2 = gen_local_sstable_info(14, 1, vec![101, 102]);
-    hummock_manager
-        .commit_epoch_for_test(31, vec![sst_2.clone()], HashMap::from([(14, context_id)]))
-        .await
         .unwrap();
+
     let current_version = hummock_manager.get_current_version().await;
-    assert_eq!(
-        current_version.get_compaction_group_levels(2).levels[base_level - 1]
-            .table_infos
-            .len(),
-        3
-    );
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    let sst_ids = current_version
+        .get_sst_ids_by_group_id(compaction_group_id)
+        .collect_vec();
+    assert_eq!(2, sst_ids.len());
+    assert!(sst_ids.contains(&10));
+    assert!(sst_ids.contains(&14));
 
     hummock_manager
         .split_compaction_group(2, &[100], 0)
         .await
         .unwrap();
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     let current_version = hummock_manager.get_current_version().await;
-    let new_group_id = current_version.levels.keys().max().cloned().unwrap();
-    assert_eq!(
-        current_version.get_compaction_group_levels(2).levels[base_level - 1]
-            .table_infos
-            .len(),
-        2
-    );
+    let sst_ids = current_version
+        .get_sst_ids_by_group_id(compaction_group_id)
+        .collect_vec();
+    assert_eq!(2, sst_ids.len());
+    assert!(!sst_ids.contains(&10));
 
-    let level = &current_version
-        .get_compaction_group_levels(new_group_id)
-        .levels[base_level - 1];
-    assert_eq!(level.table_infos[0].table_ids, vec![100]);
-    assert_eq!(level.table_infos[1].table_ids, vec![100]);
-    assert_eq!(level.table_infos.len(), 2);
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    let sst_ids = current_version
+        .get_sst_ids_by_group_id(compaction_group_id)
+        .collect_vec();
+    assert_eq!(1, sst_ids.len());
+    assert!(!sst_ids.contains(&10));
 }
 
 #[tokio::test]
@@ -2107,7 +2269,7 @@ async fn test_gc_stats() {
     );
 
     hummock_manager.pin_version(context_id).await.unwrap();
-    let _ = add_test_tables(&hummock_manager, context_id).await;
+    let _ = add_test_tables(hummock_manager.clone(), context_id).await;
     assert_eq_gc_stats(0, 0, 0, 0, 0, 0);
     assert_ne!(
         hummock_manager.create_version_checkpoint(0).await.unwrap(),
@@ -2139,72 +2301,74 @@ async fn test_partition_level() {
     let (env, hummock_manager, _, worker_node) =
         setup_compute_env_with_metric(80, config.clone(), Some(MetaMetrics::for_test(&registry)))
             .await;
-    let context_id = worker_node.id;
+    // let context_id = worker_node.id;
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2)])
         .await
         .unwrap();
-    let sst_1 = gen_local_sstable_info(10, 1, vec![100, 101]);
-    hummock_manager
-        .commit_epoch_for_test(30, vec![sst_1.clone()], HashMap::from([(10, context_id)]))
-        .await
-        .unwrap();
-    // Construct data via manual compaction
-    let compaction_task = get_manual_compact_task(&hummock_manager, context_id).await;
-    let base_level: usize = 6;
-    assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 1);
-    assert_eq!(compaction_task.target_level, base_level as u32);
-    assert!(hummock_manager
-        .report_compact_task(
-            compaction_task.task_id,
-            TaskStatus::Success,
-            vec![
-                gen_sstable_info(11, 1, vec![100]),
-                gen_sstable_info(12, 2, vec![101]),
-            ],
-            None,
+    let mut sst_1 = gen_local_sstable_info(10, 1, vec![100, 101]);
+    {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
+        sst_1.sst_info.key_range.left = full_key_l.into();
+        sst_1.sst_info.key_range.right = full_key_r.into();
+    }
+
+    hummock_meta_client
+        .commit_epoch(
+            30,
+            SyncResult {
+                uncommitted_ssts: vec![sst_1.clone()],
+                ..Default::default()
+            },
         )
         .await
-        .unwrap());
+        .unwrap();
 
     hummock_manager
         .split_compaction_group(2, &[100], env.opts.partition_vnode_count)
         .await
         .unwrap();
-    let current_version = hummock_manager.get_current_version().await;
 
-    let new_group_id = current_version.levels.keys().max().cloned().unwrap();
-    assert_eq!(
-        current_version
-            .get_compaction_group_levels(new_group_id)
-            .levels[base_level - 1]
-            .table_infos
-            .len(),
-        1
-    );
+    let new_group_id = get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
 
     let mut global_sst_id = 13;
     const MB: u64 = 1024 * 1024;
     let mut selector = default_compaction_selector();
     for epoch in 31..100 {
         let mut sst = gen_local_sstable_info(global_sst_id, 10, vec![100]);
+        {
+            let epoch = test_epoch(epoch);
+            let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+            let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+            let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+            let full_key_r = FullKey::for_test(TableId::new(100), table_key_r, epoch).encode();
+            sst.sst_info.key_range.left = full_key_l.into();
+            sst.sst_info.key_range.right = full_key_r.into();
+        }
         sst.sst_info.file_size = 10 * MB;
-        sst.sst_info.sst_size = 10 * MB;
+        sst.sst_info.sst_size = sst.sst_info.file_size;
         sst.sst_info.uncompressed_file_size = 10 * MB;
 
-        hummock_manager
-            .commit_epoch_for_test(
+        hummock_meta_client
+            .commit_epoch(
                 epoch,
-                vec![sst],
-                HashMap::from([(global_sst_id, context_id)]),
+                SyncResult {
+                    uncommitted_ssts: vec![sst],
+                    ..Default::default()
+                },
             )
             .await
             .unwrap();
+
         global_sst_id += 1;
         if let Some(task) = hummock_manager
             .get_compact_task(new_group_id, &mut selector)
@@ -2212,6 +2376,15 @@ async fn test_partition_level() {
             .unwrap()
         {
             let mut sst = gen_sstable_info(global_sst_id, 10, vec![100]);
+            {
+                let epoch = test_epoch(1);
+                let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+                let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+                let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+                let full_key_r = FullKey::for_test(TableId::new(100), table_key_r, epoch).encode();
+                sst.key_range.left = full_key_l.into();
+                sst.key_range.right = full_key_r.into();
+            }
             sst.file_size = task
                 .input_ssts
                 .iter()
@@ -2244,7 +2417,11 @@ async fn test_partition_level() {
 #[tokio::test]
 async fn test_unregister_moved_table() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
-    let context_id = worker_node.id;
+    let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
+        hummock_manager.clone(),
+        worker_node.id,
+    ));
+
     let original_groups = hummock_manager
         .get_current_version()
         .await
@@ -2253,92 +2430,97 @@ async fn test_unregister_moved_table() {
         .cloned()
         .sorted()
         .collect_vec();
-    assert_eq!(
-        original_groups,
-        vec![
-            StaticCompactionGroupId::StateDefault as u64,
-            StaticCompactionGroupId::MaterializedView as u64
-        ]
-    );
+    assert!(original_groups.is_empty());
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2)])
-        .await
-        .unwrap();
-    hummock_manager
-        .register_table_ids_for_test(&[(101, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2)])
         .await
         .unwrap();
-    let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 1, 20).into(),
-                right: iterator_test_key_of_epoch(100, 100, 20).into(),
-                right_exclusive: false,
+    let sst_1 = {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(100), table_key_r, epoch).encode();
+        LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 10,
+                sst_id: 10,
+                key_range: KeyRange {
+                    left: full_key_l.into(),
+                    right: full_key_r.into(),
+                    right_exclusive: false,
+                },
+                table_ids: vec![100],
+                min_epoch: 20,
+                max_epoch: 20,
+                file_size: 100,
+                sst_size: 100,
+                ..Default::default()
             },
-            table_ids: vec![100],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
-        table_stats: Default::default(),
+            table_stats: Default::default(),
+        }
     };
-    let sst_2 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 11,
-            sst_id: 11,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 101, 20).into(),
-                right: iterator_test_key_of_epoch(101, 100, 20).into(),
-                right_exclusive: false,
+    let sst_2 = {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(1), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(128), "1");
+        let full_key_l = FullKey::for_test(TableId::new(100), table_key_l, epoch).encode();
+        let full_key_r = FullKey::for_test(TableId::new(101), table_key_r, epoch).encode();
+        LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 11,
+                sst_id: 11,
+                key_range: KeyRange {
+                    left: full_key_l.into(),
+                    right: full_key_r.into(),
+                    right_exclusive: false,
+                },
+                table_ids: vec![100, 101],
+                min_epoch: 20,
+                max_epoch: 20,
+                file_size: 100,
+                sst_size: 100,
+                ..Default::default()
             },
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
-        table_stats: Default::default(),
+            table_stats: Default::default(),
+        }
     };
-    hummock_manager
-        .commit_epoch_for_test(
+
+    hummock_meta_client
+        .commit_epoch(
             30,
-            vec![sst_1, sst_2],
-            HashMap::from([(10, context_id), (11, context_id)]),
+            SyncResult {
+                uncommitted_ssts: vec![sst_1, sst_2],
+                ..Default::default()
+            },
         )
         .await
         .unwrap();
 
-    let new_group_id = hummock_manager
+    hummock_manager
         .split_compaction_group(2, &[100], 0)
         .await
         .unwrap();
-    assert_ne!(new_group_id, 2);
-    assert!(new_group_id > StaticCompactionGroupId::End as u64);
-
     let current_version = hummock_manager.get_current_version().await;
+    assert_eq!(current_version.levels.len(), 2);
+
+    let left_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    let right_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(
-        new_group_id,
-        current_version.levels.keys().max().cloned().unwrap()
+        get_compaction_group_object_ids(&current_version, left_compaction_group_id),
+        vec![10, 11]
     );
-    assert_eq!(current_version.levels.len(), 3);
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, 2),
+        get_compaction_group_object_ids(&current_version, right_compaction_group_id),
         vec![11]
     );
-    assert_eq!(
-        get_compaction_group_object_ids(&current_version, new_group_id),
-        vec![10, 11]
-    );
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(right_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -2347,7 +2529,7 @@ async fn test_unregister_moved_table() {
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(new_group_id)
+            .compaction_group_member_table_ids(left_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -2359,19 +2541,193 @@ async fn test_unregister_moved_table() {
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
-    assert_eq!(current_version.levels.len(), 2);
-    assert!(!current_version.levels.contains_key(&new_group_id));
+    assert_eq!(current_version.levels.len(), 1);
+    assert!(!current_version
+        .levels
+        .contains_key(&left_compaction_group_id));
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, 2),
+        get_compaction_group_object_ids(&current_version, right_compaction_group_id),
         vec![11]
     );
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(right_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
         vec![101]
     );
 }
+
+#[tokio::test]
+async fn test_correct_commit_ssts() {
+    let (_, hummock_manager, _cluster_manager, _worker_node) = setup_compute_env(80).await;
+    let epoch = test_epoch(1);
+
+    {
+        // correct to three cg
+
+        let key_range_left = {
+            FullKey::for_test(
+                TableId::from(1),
+                gen_key_from_str(VirtualNode::from_index(1), ""),
+                epoch,
+            )
+            .encode()
+        };
+
+        let key_range_right = {
+            FullKey::for_test(
+                TableId::from(3),
+                gen_key_from_str(VirtualNode::from_index(240), ""),
+                epoch,
+            )
+            .encode()
+        };
+
+        let sst_1 = LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 11,
+                sst_id: 11,
+                key_range: KeyRange {
+                    left: key_range_left.into(),
+                    right: key_range_right.into(),
+                    right_exclusive: false,
+                },
+                table_ids: vec![1, 2, 3],
+                min_epoch: 20,
+                max_epoch: 20,
+                sst_size: 150,
+                file_size: 100,
+                ..Default::default()
+            },
+            table_stats: HashMap::from_iter(vec![
+                (
+                    1,
+                    TableStats {
+                        total_compressed_size: 50,
+                        ..Default::default()
+                    },
+                ),
+                (
+                    2,
+                    TableStats {
+                        total_compressed_size: 50,
+                        ..Default::default()
+                    },
+                ),
+                (
+                    3,
+                    TableStats {
+                        total_compressed_size: 50,
+                        ..Default::default()
+                    },
+                ),
+            ]),
+        };
+
+        let table_compaction_group_mapping = HashMap::from([
+            (TableId::from(1), 1),
+            (TableId::from(2), 2),
+            (TableId::from(3), 3),
+        ]);
+        let result = hummock_manager
+            .correct_commit_ssts(vec![sst_1], &table_compaction_group_mapping)
+            .await
+            .unwrap();
+        assert_eq!(3, result.len());
+
+        let cg_1_sst = result.get(&1).unwrap().get(0).unwrap();
+        assert_eq!(50, cg_1_sst.sst_size);
+        // assert!(cg_1_sst.key_range.right_exclusive);
+        assert_eq!(&vec![1], &cg_1_sst.table_ids);
+
+        let cg_2_sst = result.get(&2).unwrap().get(0).unwrap();
+        assert_eq!(50, cg_2_sst.sst_size);
+        // assert!(cg_2_sst.key_range.right_exclusive);
+        assert_eq!(&vec![2], &cg_2_sst.table_ids);
+
+        let cg_3_sst = result.get(&3).unwrap().get(0).unwrap();
+        assert_eq!(50, cg_3_sst.sst_size);
+        // assert!(!cg_3_sst.key_range.right_exclusive);
+        assert_eq!(&vec![3], &cg_3_sst.table_ids);
+    }
+
+    {
+        // correct to two cg
+
+        let key_range_left = {
+            FullKey::for_test(
+                TableId::from(1),
+                gen_key_from_str(VirtualNode::from_index(1), ""),
+                epoch,
+            )
+            .encode()
+        };
+
+        let key_range_right = {
+            FullKey::for_test(
+                TableId::from(2),
+                gen_key_from_str(VirtualNode::from_index(240), ""),
+                epoch,
+            )
+            .encode()
+        };
+
+        let sst_1 = LocalSstableInfo {
+            sst_info: SstableInfo {
+                object_id: 11,
+                sst_id: 11,
+                key_range: KeyRange {
+                    left: key_range_left.into(),
+                    right: key_range_right.into(),
+                    right_exclusive: false,
+                },
+                table_ids: vec![1, 2],
+                min_epoch: 20,
+                max_epoch: 20,
+                sst_size: 100,
+                file_size: 100,
+                ..Default::default()
+            },
+            table_stats: HashMap::from_iter(vec![
+                (
+                    1,
+                    TableStats {
+                        total_compressed_size: 50,
+                        ..Default::default()
+                    },
+                ),
+                (
+                    2,
+                    TableStats {
+                        total_compressed_size: 50,
+                        ..Default::default()
+                    },
+                ),
+            ]),
+        };
+
+        let table_compaction_group_mapping = HashMap::from([
+            (TableId::from(1), 1),
+            (TableId::from(2), 2),
+            (TableId::from(3), 3),
+        ]);
+        let result = hummock_manager
+            .correct_commit_ssts(vec![sst_1], &table_compaction_group_mapping)
+            .await
+            .unwrap();
+        assert_eq!(2, result.len());
+
+        let cg_1_sst = result.get(&1).unwrap().get(0).unwrap();
+        assert_eq!(50, cg_1_sst.sst_size);
+        // assert!(cg_1_sst.key_range.right_exclusive);
+        assert_eq!(&vec![1], &cg_1_sst.table_ids);
+
+        let cg_2_sst = result.get(&2).unwrap().get(0).unwrap();
+        assert_eq!(50, cg_2_sst.sst_size);
+        // assert!(!cg_2_sst.key_range.right_exclusive);
+        assert_eq!(&vec![2], &cg_2_sst.table_ids);
+    }
+}
diff --git a/src/meta/src/hummock/manager/timer_task.rs b/src/meta/src/hummock/manager/timer_task.rs
index 94537e9c33e1f..77ff79ab361d5 100644
--- a/src/meta/src/hummock/manager/timer_task.rs
+++ b/src/meta/src/hummock/manager/timer_task.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{HashMap, HashSet};
+use std::collections::{BTreeSet, HashMap, HashSet};
 use std::sync::Arc;
 use std::time::Duration;
 
@@ -460,22 +460,51 @@ impl HummockManager {
         let created_tables: HashSet<u32> = HashSet::from_iter(created_tables);
         let table_write_throughput = self.history_table_throughput.read().clone();
         let mut group_infos = self.calculate_compaction_group_statistic().await;
-        group_infos.sort_by_key(|group| group.group_size);
-        group_infos.reverse();
+        group_infos.sort_by_key(|group| {
+            let table_ids = group
+                .table_statistic
+                .keys()
+                .cloned()
+                .collect::<BTreeSet<_>>();
+            table_ids.iter().next().cloned()
+        });
+        println!("on_handle_schedule_group group_infos: {:?}", group_infos);
 
+        let group_count = group_infos.len();
         for group in &group_infos {
-            if group.table_statistic.len() == 1 {
+            if group.table_statistic.len() <= 1 {
                 // no need to handle the separate compaciton group
                 continue;
             }
 
-            self.try_split_compaction_group(
-                &table_write_throughput,
-                checkpoint_secs,
-                group,
-                &created_tables,
-            )
-            .await;
+            self.try_split_compaction_group(&table_write_throughput, checkpoint_secs, group)
+                .await;
+        }
+
+        if group_count > 1 {
+            let mut left = 0;
+            let mut right = left + 1;
+
+            while left < right && right < group_count {
+                let group = &group_infos[left];
+                let next_group = &group_infos[right];
+                if self
+                    .try_merge_compaction_group(
+                        &table_write_throughput,
+                        group,
+                        next_group,
+                        checkpoint_secs,
+                        &created_tables,
+                    )
+                    .await
+                    .is_ok()
+                {
+                    right += 1
+                } else {
+                    left = right;
+                    right = left + 1;
+                }
+            }
         }
     }
 
diff --git a/src/meta/src/hummock/manager/transaction.rs b/src/meta/src/hummock/manager/transaction.rs
index 9a795608f7e1a..0ee58047ed0ff 100644
--- a/src/meta/src/hummock/manager/transaction.rs
+++ b/src/meta/src/hummock/manager/transaction.rs
@@ -120,9 +120,8 @@ impl<'a> HummockVersionTransaction<'a> {
         committed_epoch: HummockEpoch,
         tables_to_commit: &HashSet<TableId>,
         is_visible_table_committed_epoch: bool,
-        new_compaction_group: Option<(CompactionGroupId, CompactionConfig)>,
         commit_sstables: BTreeMap<CompactionGroupId, Vec<SstableInfo>>,
-        new_table_ids: &HashMap<TableId, CompactionGroupId>,
+        new_tables: Option<(Vec<TableId>, CompactionGroupId, CompactionConfig)>,
         new_table_watermarks: HashMap<TableId, TableWatermarks>,
         change_log_delta: HashMap<TableId, ChangeLogDelta>,
     ) -> HummockVersionDelta {
@@ -133,25 +132,28 @@ impl<'a> HummockVersionTransaction<'a> {
         new_version_delta.new_table_watermarks = new_table_watermarks;
         new_version_delta.change_log_delta = change_log_delta;
 
-        if let Some((compaction_group_id, compaction_group_config)) = new_compaction_group {
-            {
-                let group_deltas = &mut new_version_delta
-                    .group_deltas
-                    .entry(compaction_group_id)
-                    .or_default()
-                    .group_deltas;
-
-                #[expect(deprecated)]
-                group_deltas.push(GroupDelta::GroupConstruct(GroupConstruct {
-                    group_config: Some(compaction_group_config.clone()),
-                    group_id: compaction_group_id,
-                    parent_group_id: StaticCompactionGroupId::NewCompactionGroup
-                        as CompactionGroupId,
-                    new_sst_start_id: 0, // No need to set it when `NewCompactionGroup`
-                    table_ids: vec![],
-                    version: CompatibilityVersion::NoMemberTableIds as i32,
-                }));
+        let mut new_table_ids = HashMap::new();
+        if let Some((table_ids, compaction_group_id, compaction_group_config)) = new_tables {
+            let group_deltas = &mut new_version_delta
+                .group_deltas
+                .entry(compaction_group_id)
+                .or_default()
+                .group_deltas;
+
+            for table_id in &table_ids {
+                new_table_ids.insert(*table_id, compaction_group_id);
             }
+
+            #[expect(deprecated)]
+            group_deltas.push(GroupDelta::GroupConstruct(GroupConstruct {
+                group_config: Some(compaction_group_config),
+                group_id: compaction_group_id,
+                parent_group_id: StaticCompactionGroupId::NewCompactionGroup as CompactionGroupId,
+                new_sst_start_id: 0, // No need to set it when `NewCompactionGroup`
+                table_ids: vec![],
+                version: CompatibilityVersion::NoMemberTableIds as i32,
+                split_key: None,
+            }));
         }
 
         // Append SSTs to a new version.
@@ -175,7 +177,7 @@ impl<'a> HummockVersionTransaction<'a> {
 
         // update state table info
         new_version_delta.with_latest_version(|version, delta| {
-            for (table_id, cg_id) in new_table_ids {
+            for (table_id, cg_id) in &new_table_ids {
                 assert!(
                     !version.state_table_info.info().contains_key(table_id),
                     "newly added table exists previously: {:?}",
diff --git a/src/meta/src/hummock/mock_hummock_meta_client.rs b/src/meta/src/hummock/mock_hummock_meta_client.rs
index 499d9df0958c4..2a3fef9aa480f 100644
--- a/src/meta/src/hummock/mock_hummock_meta_client.rs
+++ b/src/meta/src/hummock/mock_hummock_meta_client.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::BTreeSet;
 use std::sync::atomic::{AtomicU32, Ordering};
 use std::sync::Arc;
 use std::time::SystemTime;
@@ -22,6 +23,7 @@ use fail::fail_point;
 use futures::stream::BoxStream;
 use futures::{Stream, StreamExt};
 use itertools::Itertools;
+use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::change_log::build_table_change_log_delta;
 use risingwave_hummock_sdk::compact_task::CompactTask;
 use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
@@ -164,6 +166,41 @@ impl HummockMetaClient for MockHummockMetaClient {
 
     async fn commit_epoch(&self, epoch: HummockEpoch, sync_result: SyncResult) -> Result<()> {
         let version: HummockVersion = self.hummock_manager.get_current_version().await;
+        let table_ids = version
+            .state_table_info
+            .info()
+            .keys()
+            .map(|table_id| table_id.table_id)
+            .collect::<BTreeSet<_>>();
+
+        let commit_table_ids = sync_result
+            .uncommitted_ssts
+            .iter()
+            .flat_map(|sstable| sstable.sst_info.table_ids.clone())
+            .chain(
+                sync_result
+                    .old_value_ssts
+                    .iter()
+                    .flat_map(|sstable| sstable.sst_info.table_ids.clone()),
+            )
+            .collect::<BTreeSet<_>>();
+
+        let new_table_fragment_info = if commit_table_ids
+            .iter()
+            .all(|table_id| table_ids.contains(table_id))
+        {
+            NewTableFragmentInfo::None
+        } else {
+            NewTableFragmentInfo::Normal {
+                mv_table_id: None,
+                internal_table_ids: commit_table_ids
+                    .iter()
+                    .cloned()
+                    .map(TableId::from)
+                    .collect_vec(),
+            }
+        };
+
         let sst_to_worker = sync_result
             .uncommitted_ssts
             .iter()
@@ -177,11 +214,10 @@ impl HummockMetaClient for MockHummockMetaClient {
                 .map(|sst| sst.sst_info),
             sync_result.uncommitted_ssts.iter().map(|sst| &sst.sst_info),
             &vec![epoch],
-            version
-                .state_table_info
-                .info()
-                .keys()
-                .map(|table_id| (table_id.table_id, 0)),
+            commit_table_ids
+                .iter()
+                .cloned()
+                .map(|table_id| (table_id, 0)),
         );
 
         self.hummock_manager
@@ -189,10 +225,15 @@ impl HummockMetaClient for MockHummockMetaClient {
                 sstables: sync_result.uncommitted_ssts,
                 new_table_watermarks: new_table_watermark,
                 sst_to_context: sst_to_worker,
-                new_table_fragment_info: NewTableFragmentInfo::None,
+                new_table_fragment_info,
                 change_log_delta: table_change_log,
                 committed_epoch: epoch,
-                tables_to_commit: version.state_table_info.info().keys().cloned().collect(),
+                tables_to_commit: commit_table_ids
+                    .iter()
+                    .cloned()
+                    // .chain(table_ids.iter().cloned())
+                    .map(TableId::from)
+                    .collect(),
                 is_visible_table_committed_epoch: true,
             })
             .await
diff --git a/src/meta/src/hummock/model/compaction_group_config.rs b/src/meta/src/hummock/model/compaction_group_config.rs
index a4ab376feb5e4..0022f7be810ac 100644
--- a/src/meta/src/hummock/model/compaction_group_config.rs
+++ b/src/meta/src/hummock/model/compaction_group_config.rs
@@ -87,3 +87,23 @@ impl MetadataModel for CompactionGroup {
         Ok(self.group_id)
     }
 }
+
+impl CompactionGroup {
+    pub fn max_estimated_group_size(&self) -> u64 {
+        let max_level = self.compaction_config.max_level as usize;
+        let base_level_size = self.compaction_config.max_bytes_for_level_base;
+        let level_multiplier = self.compaction_config.max_bytes_for_level_multiplier;
+
+        fn size_for_levels(level_index: usize, base_size: u64, multiplier: u64) -> u64 {
+            if level_index == 0 {
+                base_size
+            } else {
+                base_size * multiplier.pow(level_index as u32)
+            }
+        }
+
+        (0..max_level)
+            .map(|level_index| size_for_levels(level_index, base_level_size, level_multiplier))
+            .sum()
+    }
+}
diff --git a/src/meta/src/hummock/test_utils.rs b/src/meta/src/hummock/test_utils.rs
index 2188d9b539325..e89663b8ae45e 100644
--- a/src/meta/src/hummock/test_utils.rs
+++ b/src/meta/src/hummock/test_utils.rs
@@ -31,11 +31,13 @@ use risingwave_hummock_sdk::table_watermark::TableWatermarks;
 use risingwave_hummock_sdk::version::{HummockVersion, HummockVersionStateTableInfo};
 use risingwave_hummock_sdk::{
     CompactionGroupId, HummockContextId, HummockEpoch, HummockSstableObjectId, LocalSstableInfo,
+    SyncResult,
 };
 use risingwave_pb::common::{HostAddress, WorkerNode, WorkerType};
 use risingwave_pb::hummock::compact_task::TaskStatus;
 use risingwave_pb::hummock::CompactionConfig;
 use risingwave_pb::meta::add_worker_node_request::Property;
+use risingwave_rpc_client::HummockMetaClient;
 
 use crate::hummock::compaction::compaction_config::CompactionConfigBuilder;
 use crate::hummock::compaction::selector::{default_compaction_selector, LocalSelectorStatistic};
@@ -43,7 +45,7 @@ use crate::hummock::compaction::{CompactionDeveloperConfig, CompactionSelectorCo
 use crate::hummock::level_handler::LevelHandler;
 pub use crate::hummock::manager::CommitEpochInfo;
 use crate::hummock::model::CompactionGroup;
-use crate::hummock::{CompactorManager, HummockManager, HummockManagerRef};
+use crate::hummock::{CompactorManager, HummockManager, HummockManagerRef, MockHummockMetaClient};
 use crate::manager::{
     ClusterManager, ClusterManagerRef, FragmentManager, MetaSrvEnv, META_NODE_ID,
 };
@@ -56,31 +58,39 @@ pub fn to_local_sstable_info(ssts: &[SstableInfo]) -> Vec<LocalSstableInfo> {
 }
 
 pub async fn add_test_tables(
-    hummock_manager: &HummockManager,
+    hummock_manager: Arc<HummockManager>,
     context_id: HummockContextId,
 ) -> Vec<Vec<SstableInfo>> {
     // Increase version by 2.
 
     use risingwave_common::util::epoch::EpochExt;
 
+    let hummock_meta_client: Arc<dyn HummockMetaClient> =
+        Arc::new(MockHummockMetaClient::new(hummock_manager.clone(), 1));
+
     let mut epoch = test_epoch(1);
-    let sstable_ids = get_sst_ids(hummock_manager, 3).await;
+    let sstable_ids = get_sst_ids(&hummock_manager, 3).await;
     let test_tables = generate_test_sstables_with_table_id(epoch, 1, sstable_ids);
     register_sstable_infos_to_compaction_group(
-        hummock_manager,
+        &hummock_manager,
         &test_tables,
         StaticCompactionGroupId::StateDefault.into(),
     )
     .await;
     let ssts = to_local_sstable_info(&test_tables);
-    let sst_to_worker = ssts
-        .iter()
-        .map(|LocalSstableInfo { sst_info, .. }| (sst_info.object_id, context_id))
-        .collect();
-    hummock_manager
-        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
+    println!("commit 1");
+
+    hummock_meta_client
+        .commit_epoch(
+            epoch,
+            SyncResult {
+                uncommitted_ssts: ssts,
+                ..Default::default()
+            },
+        )
         .await
         .unwrap();
+
     // Simulate a compaction and increase version by 1.
     let mut temp_compactor = false;
     if hummock_manager
@@ -93,14 +103,17 @@ pub async fn add_test_tables(
             .add_compactor(context_id);
         temp_compactor = true;
     }
-    let test_tables_2 = generate_test_tables(epoch, get_sst_ids(hummock_manager, 1).await);
+
+    println!("register_sstable_infos_to_compaction_group 2");
+    let test_tables_2 = generate_test_tables(epoch, get_sst_ids(&hummock_manager, 1).await);
     register_sstable_infos_to_compaction_group(
-        hummock_manager,
+        &hummock_manager,
         &test_tables_2,
         StaticCompactionGroupId::StateDefault.into(),
     )
     .await;
     let mut selector = default_compaction_selector();
+    println!("version: {:?}", hummock_manager.get_current_version().await);
     let mut compact_task = hummock_manager
         .get_compact_task(StaticCompactionGroupId::StateDefault.into(), &mut selector)
         .await
@@ -140,9 +153,9 @@ pub async fn add_test_tables(
     }
     // Increase version by 1.
     epoch.inc_epoch();
-    let test_tables_3 = generate_test_tables(epoch, get_sst_ids(hummock_manager, 1).await);
+    let test_tables_3 = generate_test_tables(epoch, get_sst_ids(&hummock_manager, 1).await);
     register_sstable_infos_to_compaction_group(
-        hummock_manager,
+        &hummock_manager,
         &test_tables_3,
         StaticCompactionGroupId::StateDefault.into(),
     )
@@ -291,20 +304,21 @@ pub fn get_sorted_object_ids(sstables: &[SstableInfo]) -> Vec<HummockSstableObje
 pub fn get_sorted_committed_object_ids(
     hummock_version: &HummockVersion,
 ) -> Vec<HummockSstableObjectId> {
-    let levels = match hummock_version
-        .levels
-        .get(&StaticCompactionGroupId::StateDefault.into())
-    {
-        Some(levels) => levels,
-        None => return vec![],
-    };
-    levels
-        .levels
-        .iter()
-        .chain(levels.l0.sub_levels.iter())
-        .flat_map(|levels| levels.table_infos.iter().map(|info| info.object_id))
-        .sorted()
-        .collect_vec()
+    let mut result = vec![];
+
+    for levels in hummock_version.levels.values() {
+        result.extend(
+            levels
+                .levels
+                .iter()
+                .chain(levels.l0.sub_levels.iter())
+                .flat_map(|levels| levels.table_infos.iter().map(|info| info.object_id)),
+        );
+    }
+
+    result.sort();
+
+    result
 }
 
 pub async fn setup_compute_env_with_config(
@@ -441,3 +455,12 @@ pub fn compaction_selector_context<'a>(
         state_table_info,
     }
 }
+
+pub async fn get_compaction_group_id_by_table_id(
+    hummock_manager_ref: HummockManagerRef,
+    table_id: u32,
+) -> u64 {
+    let version = hummock_manager_ref.get_current_version().await;
+    let mapping = version.state_table_info.build_table_compaction_group_id();
+    *mapping.get(&(table_id.into())).unwrap()
+}
diff --git a/src/meta/src/hummock/vacuum.rs b/src/meta/src/hummock/vacuum.rs
index d747651b86d43..c48ac2ba3a32c 100644
--- a/src/meta/src/hummock/vacuum.rs
+++ b/src/meta/src/hummock/vacuum.rs
@@ -251,7 +251,7 @@ mod tests {
         assert_eq!(vacuum.vacuum_metadata().await.unwrap(), 0);
         assert_eq!(vacuum.vacuum_object().await.unwrap().len(), 0);
         hummock_manager.pin_version(context_id).await.unwrap();
-        let sst_infos = add_test_tables(hummock_manager.as_ref(), context_id).await;
+        let sst_infos = add_test_tables(hummock_manager.clone(), context_id).await;
         assert_eq!(vacuum.vacuum_metadata().await.unwrap(), 0);
         hummock_manager.create_version_checkpoint(1).await.unwrap();
         assert_eq!(vacuum.vacuum_metadata().await.unwrap(), 6);
diff --git a/src/meta/src/rpc/metrics.rs b/src/meta/src/rpc/metrics.rs
index 20a6ab969912e..a4f7c3ed1763f 100644
--- a/src/meta/src/rpc/metrics.rs
+++ b/src/meta/src/rpc/metrics.rs
@@ -199,6 +199,10 @@ pub struct MetaMetrics {
     /// Write throughput of commit epoch for each stable
     pub table_write_throughput: IntCounterVec,
 
+    pub split_compaction_group_count: IntCounterVec,
+
+    pub merge_compaction_group_count: IntCounterVec,
+
     // ********************************** Auto Schema Change ************************************
     pub auto_schema_change_failure_cnt: LabelGuardedIntCounterVec<2>,
     pub auto_schema_change_success_cnt: LabelGuardedIntCounterVec<2>,
@@ -729,6 +733,22 @@ impl MetaMetrics {
         let compaction_event_loop_iteration_latency =
             register_histogram_with_registry!(opts, registry).unwrap();
 
+        let split_compaction_group_count = register_int_counter_vec_with_registry!(
+            "storage_split_compaction_group_count",
+            "Count of trigger split compaction group",
+            &["group"],
+            registry
+        )
+        .unwrap();
+
+        let merge_compaction_group_count = register_int_counter_vec_with_registry!(
+            "storage_merge_compaction_group_count",
+            "Count of trigger merge compaction group",
+            &["group"],
+            registry
+        )
+        .unwrap();
+
         Self {
             grpc_latency,
             barrier_latency,
@@ -799,6 +819,8 @@ impl MetaMetrics {
             branched_sst_count,
             compaction_event_consumed_latency,
             compaction_event_loop_iteration_latency,
+            split_compaction_group_count,
+            merge_compaction_group_count,
             auto_schema_change_failure_cnt,
             auto_schema_change_success_cnt,
             auto_schema_change_latency,
diff --git a/src/storage/Cargo.toml b/src/storage/Cargo.toml
index 2886c4e4e23f7..6a6bde4b146e0 100644
--- a/src/storage/Cargo.toml
+++ b/src/storage/Cargo.toml
@@ -96,7 +96,7 @@ workspace-hack = { path = "../workspace-hack" }
 bincode = "1"
 criterion = { workspace = true, features = ["async_futures", "async_tokio"] }
 expect-test = "1"
-risingwave_hummock_sdk = { workspace = true }
+risingwave_hummock_sdk = { workspace = true, features = ["test"] }
 risingwave_test_runner = { workspace = true }
 uuid = { version = "1", features = ["v4"] }
 
diff --git a/src/storage/hummock_sdk/src/compact.rs b/src/storage/hummock_sdk/src/compact.rs
index d268da405b7af..e32d84477446a 100644
--- a/src/storage/hummock_sdk/src/compact.rs
+++ b/src/storage/hummock_sdk/src/compact.rs
@@ -211,7 +211,7 @@ pub fn estimate_memory_for_compact_task(
             for sst in &level.table_infos {
                 let meta_size = sst.file_size - sst.meta_offset;
                 task_max_sst_meta_ratio =
-                    std::cmp::max(task_max_sst_meta_ratio, meta_size * 100 / sst.file_size);
+                    std::cmp::max(task_max_sst_meta_ratio, meta_size * 100 / sst.sst_size);
                 cur_level_max_sst_meta_size = std::cmp::max(meta_size, cur_level_max_sst_meta_size);
             }
             result += max_input_stream_estimated_memory + cur_level_max_sst_meta_size;
@@ -220,7 +220,7 @@ pub fn estimate_memory_for_compact_task(
                 let meta_size = sst.file_size - sst.meta_offset;
                 result += max_input_stream_estimated_memory + meta_size;
                 task_max_sst_meta_ratio =
-                    std::cmp::max(task_max_sst_meta_ratio, meta_size * 100 / sst.file_size);
+                    std::cmp::max(task_max_sst_meta_ratio, meta_size * 100 / sst.sst_size);
             }
         }
     }
diff --git a/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs b/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
index 682cb107f3395..0ec5eb9eec235 100644
--- a/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
+++ b/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
@@ -27,9 +27,10 @@ use risingwave_pb::hummock::{
 };
 use tracing::warn;
 
-use super::group_split::get_sub_level_insert_hint;
-use super::{group_split, StateTableId};
+use super::group_split::{self, SstSplitType};
+use super::StateTableId;
 use crate::change_log::TableChangeLog;
+use crate::compaction_group::group_split::get_sub_level_insert_hint;
 use crate::compaction_group::StaticCompactionGroupId;
 use crate::key_range::KeyRangeCommon;
 use crate::level::{Level, Levels, OverlappingLevel};
@@ -125,7 +126,7 @@ pub fn summarize_group_deltas(
     }
 }
 
-#[derive(Clone, Default)]
+#[derive(Clone, Default, Debug)]
 pub struct TableGroupInfo {
     pub group_id: CompactionGroupId,
     pub group_size: u64,
@@ -354,39 +355,12 @@ pub fn safe_epoch_read_table_watermarks_impl(
 }
 
 impl HummockVersion {
-    pub fn count_new_ssts_in_group_split(
-        &self,
-        parent_group_id: CompactionGroupId,
-        member_table_ids: HashSet<StateTableId>,
-    ) -> u64 {
-        self.levels
-            .get(&parent_group_id)
-            .map_or(0, |parent_levels| {
-                parent_levels
-                    .l0
-                    .sub_levels
-                    .iter()
-                    .chain(parent_levels.levels.iter())
-                    .flat_map(|level| &level.table_infos)
-                    .map(|sst_info| {
-                        // `sst_info.table_ids` will never be empty.
-                        for table_id in &sst_info.table_ids {
-                            if member_table_ids.contains(table_id) {
-                                return 2;
-                            }
-                        }
-                        0
-                    })
-                    .sum()
-            })
-    }
-
     pub fn init_with_parent_group(
         &mut self,
         parent_group_id: CompactionGroupId,
         group_id: CompactionGroupId,
-        member_table_ids: BTreeSet<StateTableId>,
         new_sst_start_id: u64,
+        split_key: Option<Bytes>,
     ) {
         let mut new_sst_id = new_sst_start_id;
         if parent_group_id == StaticCompactionGroupId::NewCompactionGroup as CompactionGroupId {
@@ -419,8 +393,39 @@ impl HummockVersion {
                 let target_l0 = &mut cur_levels.l0;
                 // Remove SST from sub level may result in empty sub level. It will be purged
                 // whenever another compaction task is finished.
-                let insert_table_infos =
-                    split_sst_info_for_level(&member_table_ids, sub_level, &mut new_sst_id);
+                let insert_table_infos = if let Some(split_key) = &split_key {
+                    group_split::split_sst_info_for_level(
+                        sub_level,
+                        &mut new_sst_id,
+                        split_key.clone(),
+                    )
+                } else {
+                    if parent_group_id
+                        == StaticCompactionGroupId::NewCompactionGroup as CompactionGroupId
+                    {
+                        if new_sst_start_id != 0 {
+                            if cfg!(debug_assertions) {
+                                panic!(
+                                    "non-zero sst start id {} for NewCompactionGroup",
+                                    new_sst_start_id
+                                );
+                            } else {
+                                warn!(
+                                    new_sst_start_id,
+                                    "non-zero sst start id for NewCompactionGroup"
+                                );
+                            }
+                        }
+                        return;
+                    }
+
+                    vec![]
+                };
+
+                if insert_table_infos.is_empty() {
+                    continue;
+                }
+
                 sub_level
                     .table_infos
                     .extract_if(|sst_info| sst_info.table_ids.is_empty())
@@ -430,9 +435,6 @@ impl HummockVersion {
                         l0.total_file_size -= sst_info.sst_size;
                         l0.uncompressed_file_size -= sst_info.uncompressed_file_size;
                     });
-                if insert_table_infos.is_empty() {
-                    continue;
-                }
                 match get_sub_level_insert_hint(&target_l0.sub_levels, sub_level) {
                     Ok(idx) => {
                         add_ssts_to_sub_level(target_l0, idx, insert_table_infos);
@@ -449,9 +451,18 @@ impl HummockVersion {
                 }
             }
         }
+
         for (idx, level) in parent_levels.levels.iter_mut().enumerate() {
-            let insert_table_infos =
-                split_sst_info_for_level(&member_table_ids, level, &mut new_sst_id);
+            let insert_table_infos = if let Some(split_key) = &split_key {
+                group_split::split_sst_info_for_level(level, &mut new_sst_id, split_key.clone())
+            } else {
+                vec![]
+            };
+
+            if insert_table_infos.is_empty() {
+                continue;
+            }
+
             cur_levels.levels[idx].total_file_size += insert_table_infos
                 .iter()
                 .map(|sst| sst.sst_size)
@@ -586,6 +597,13 @@ impl HummockVersion {
         for (compaction_group_id, group_deltas) in &version_delta.group_deltas {
             let summary = summarize_group_deltas(group_deltas, *compaction_group_id);
             if let Some(group_construct) = &summary.group_construct {
+                // split
+                let split_key = if group_construct.split_key.is_some() {
+                    Some(Bytes::from(group_construct.split_key.clone().unwrap()))
+                } else {
+                    None
+                };
+
                 let mut new_levels = build_initial_compaction_group_levels(
                     *compaction_group_id,
                     group_construct.get_group_config().unwrap(),
@@ -598,24 +616,11 @@ impl HummockVersion {
                     .member_table_ids
                     .clone_from(&group_construct.table_ids);
                 self.levels.insert(*compaction_group_id, new_levels);
-                let member_table_ids =
-                    if group_construct.version >= CompatibilityVersion::NoMemberTableIds as _ {
-                        self.state_table_info
-                            .compaction_group_member_table_ids(*compaction_group_id)
-                            .iter()
-                            .map(|table_id| table_id.table_id)
-                            .collect()
-                    } else {
-                        #[expect(deprecated)]
-                        // for backward-compatibility of previous hummock version delta
-                        BTreeSet::from_iter(group_construct.table_ids.clone())
-                    };
-
                 self.init_with_parent_group(
                     parent_group_id,
                     *compaction_group_id,
-                    member_table_ids,
                     group_construct.get_new_sst_start_id(),
+                    split_key.clone(),
                 );
             } else if let Some(group_change) = &summary.group_table_change {
                 // TODO: may deprecate this branch? This enum variant is not created anywhere
@@ -623,19 +628,20 @@ impl HummockVersion {
                     group_change.version <= CompatibilityVersion::NoTrivialSplit as _,
                     "DeltaType::GroupTableChange is not used anymore after CompatibilityVersion::NoMemberTableIds is added"
                 );
-                #[expect(deprecated)]
                 // for backward-compatibility of previous hummock version delta
                 self.init_with_parent_group(
                     group_change.origin_group_id,
                     group_change.target_group_id,
-                    BTreeSet::from_iter(group_change.table_ids.clone()),
                     group_change.new_sst_start_id,
+                    None,
                 );
 
                 let levels = self
                     .levels
                     .get_mut(&group_change.origin_group_id)
-                    .expect("compaction group should exist");
+                    .unwrap_or_else(|| {
+                        panic!("compaction group {} does not exist", compaction_group_id)
+                    });
                 #[expect(deprecated)]
                 // for backward-compatibility of previous hummock version delta
                 let mut moving_tables = levels
@@ -646,7 +652,9 @@ impl HummockVersion {
                 // for backward-compatibility of previous hummock version delta
                 self.levels
                     .get_mut(compaction_group_id)
-                    .expect("compaction group should exist")
+                    .unwrap_or_else(|| {
+                        panic!("compaction group {} does not exist", compaction_group_id)
+                    })
                     .member_table_ids
                     .append(&mut moving_tables);
             } else if let Some(group_merge) = &summary.group_merge {
@@ -657,11 +665,12 @@ impl HummockVersion {
                 );
                 self.merge_compaction_group(group_merge.left_group_id, group_merge.right_group_id)
             }
-            let visible_table_committed_epoch = self.visible_table_committed_epoch();
             let group_destroy = summary.group_destroy;
+            let visible_table_committed_epoch = self.visible_table_committed_epoch();
             let levels = self.levels.get_mut(compaction_group_id).unwrap_or_else(|| {
                 panic!("compaction group {} does not exist", compaction_group_id)
             });
+
             #[expect(deprecated)] // for backward-compatibility of previous hummock version delta
             for group_meta_delta in &summary.group_meta_changes {
                 levels
@@ -679,6 +688,7 @@ impl HummockVersion {
                 version_delta.visible_table_committed_epoch(),
                 visible_table_committed_epoch
             );
+
             if is_commit_epoch {
                 // `max_committed_epoch` increases. It must be a `commit_epoch`
                 let GroupDeltasSummary {
@@ -856,6 +866,60 @@ impl HummockVersion {
         ret
     }
 
+    pub fn count_new_ssts_in_group_split(
+        &self,
+        parent_group_id: CompactionGroupId,
+        split_key: Bytes,
+    ) -> u64 {
+        self.levels
+            .get(&parent_group_id)
+            .map_or(0, |parent_levels| {
+                let l0 = &parent_levels.l0;
+                let mut split_count = 0;
+                for sub_level in &l0.sub_levels {
+                    if sub_level.level_type == PbLevelType::Overlapping {
+                        // TODO: use table_id / vnode / key_range filter
+                        split_count += sub_level
+                            .table_infos
+                            .iter()
+                            .map(|sst| {
+                                if let group_split::SstSplitType::Both =
+                                    group_split::need_to_split(sst, split_key.clone())
+                                {
+                                    2
+                                } else {
+                                    0
+                                }
+                            })
+                            .sum::<u64>();
+                        continue;
+                    }
+
+                    let pos = group_split::get_split_pos(&sub_level.table_infos, split_key.clone());
+                    let sst = sub_level.table_infos.get(pos).unwrap();
+
+                    if let group_split::SstSplitType::Both =
+                        group_split::need_to_split(sst, split_key.clone())
+                    {
+                        split_count += 2;
+                    }
+                }
+
+                for level in &parent_levels.levels {
+                    if level.table_infos.is_empty() {
+                        continue;
+                    }
+                    let pos = group_split::get_split_pos(&level.table_infos, split_key.clone());
+                    let sst = level.table_infos.get(pos).unwrap();
+                    if let SstSplitType::Both = group_split::need_to_split(sst, split_key.clone()) {
+                        split_count += 2;
+                    }
+                }
+
+                split_count
+            })
+    }
+
     pub fn merge_compaction_group(
         &mut self,
         left_group_id: CompactionGroupId,
@@ -1056,35 +1120,6 @@ pub fn build_initial_compaction_group_levels(
     }
 }
 
-fn split_sst_info_for_level(
-    member_table_ids: &BTreeSet<u32>,
-    level: &mut Level,
-    new_sst_id: &mut u64,
-) -> Vec<SstableInfo> {
-    // Remove SST from sub level may result in empty sub level. It will be purged
-    // whenever another compaction task is finished.
-    let mut insert_table_infos = vec![];
-    for sst_info in &mut level.table_infos {
-        let removed_table_ids = sst_info
-            .table_ids
-            .iter()
-            .filter(|table_id| member_table_ids.contains(table_id))
-            .cloned()
-            .collect_vec();
-        if !removed_table_ids.is_empty() {
-            let branch_sst = split_sst(
-                sst_info,
-                new_sst_id,
-                sst_info.sst_size / 2,
-                sst_info.sst_size / 2,
-                member_table_ids.iter().cloned().collect_vec(),
-            );
-            insert_table_infos.push(branch_sst);
-        }
-    }
-    insert_table_infos
-}
-
 /// Gets all compaction group ids.
 pub fn get_compaction_group_ids(
     version: &HummockVersion,
@@ -1400,42 +1435,6 @@ pub fn validate_version(version: &HummockVersion) -> Vec<String> {
     res
 }
 
-pub fn split_sst(
-    sst_info: &mut SstableInfo,
-    new_sst_id: &mut u64,
-    old_sst_size: u64,
-    new_sst_size: u64,
-    new_table_ids: Vec<u32>,
-) -> SstableInfo {
-    let mut branch_table_info = sst_info.clone();
-    branch_table_info.sst_id = *new_sst_id;
-    branch_table_info.sst_size = new_sst_size;
-    *new_sst_id += 1;
-
-    sst_info.sst_id = *new_sst_id;
-    sst_info.sst_size = old_sst_size;
-    *new_sst_id += 1;
-
-    {
-        // related github.com/risingwavelabs/risingwave/pull/17898/
-        // This is a temporary implementation that will update `table_ids`` based on the new split rule after PR 17898
-        // sst_info.table_ids = vec[1, 2, 3];
-        // new_table_ids = vec[2, 3, 4];
-        // branch_table_info.table_ids = vec[1, 2, 3] ∩ vec[2, 3, 4] = vec[2, 3]
-        let set1: BTreeSet<_> = sst_info.table_ids.iter().cloned().collect();
-        let set2: BTreeSet<_> = new_table_ids.into_iter().collect();
-        let intersection: Vec<_> = set1.intersection(&set2).cloned().collect();
-
-        // Update table_ids
-        branch_table_info.table_ids = intersection;
-        sst_info
-            .table_ids
-            .retain(|table_id| !branch_table_info.table_ids.contains(table_id));
-    }
-
-    branch_table_info
-}
-
 #[cfg(test)]
 mod tests {
     use std::collections::HashMap;
@@ -1443,18 +1442,21 @@ mod tests {
     use bytes::Bytes;
     use risingwave_common::catalog::TableId;
     use risingwave_common::hash::VirtualNode;
+    use risingwave_common::util::epoch::test_epoch;
     use risingwave_pb::hummock::{CompactionConfig, GroupConstruct, GroupDestroy, LevelType};
 
-    use crate::compaction_group::group_split;
-    use crate::compaction_group::hummock_version_ext::build_initial_compaction_group_levels;
-    use crate::key::{gen_key_from_str, FullKey};
+    use crate::compaction_group::group_split::{self, merge_levels};
+    use crate::compaction_group::hummock_version_ext::{
+        build_initial_compaction_group_levels, SstSplitType,
+    };
+    use crate::key::{gen_key_from_str, key_with_epoch, FullKey};
     use crate::key_range::KeyRange;
     use crate::level::{Level, Levels, OverlappingLevel};
     use crate::sstable_info::SstableInfo;
     use crate::version::{
         GroupDelta, GroupDeltas, HummockVersion, HummockVersionDelta, IntraLevelDelta,
     };
-    use crate::HummockVersionId;
+    use crate::{HummockSstableObjectId, HummockVersionId};
 
     #[test]
     fn test_get_sst_object_ids() {
@@ -1607,6 +1609,197 @@ mod tests {
         });
     }
 
+    #[test]
+    fn test_get_split_pos() {
+        pub fn generate_test_sstables_with_table_id(
+            epoch: u64,
+            table_id: u32,
+            sst_ids: Vec<HummockSstableObjectId>,
+        ) -> Vec<SstableInfo> {
+            let mut sst_info = vec![];
+            for (i, sst_id) in sst_ids.into_iter().enumerate() {
+                sst_info.push(SstableInfo {
+                    object_id: sst_id,
+                    sst_id,
+                    key_range: KeyRange {
+                        left: key_with_epoch(
+                            format!("{:03}\0\0_key_test_{:05}", table_id, i + 1)
+                                .as_bytes()
+                                .to_vec(),
+                            epoch,
+                        )
+                        .into(),
+                        right: key_with_epoch(
+                            format!("{:03}\0\0_key_test_{:05}", table_id, (i + 1) * 10)
+                                .as_bytes()
+                                .to_vec(),
+                            epoch,
+                        )
+                        .into(),
+                        right_exclusive: false,
+                    },
+                    file_size: 2,
+                    table_ids: vec![table_id],
+                    uncompressed_file_size: 2,
+                    max_epoch: epoch,
+                    ..Default::default()
+                });
+            }
+            sst_info
+        }
+
+        let ssts = generate_test_sstables_with_table_id(10, 10, vec![1, 2, 3, 4, 5]);
+        let split_key = key_with_epoch(
+            format!("{:03}\0\0_key_test_{:05}", 10, 3)
+                .as_bytes()
+                .to_vec(),
+            10,
+        );
+
+        let pos = group_split::get_split_pos(&ssts, split_key.clone().into());
+        assert_eq!(1, pos);
+
+        let pos = group_split::get_split_pos(&vec![], split_key.into());
+        assert_eq!(0, pos);
+    }
+
+    #[test]
+    fn test_split_sst() {
+        let epoch = test_epoch(1);
+        let table_key_l = gen_key_from_str(VirtualNode::from_index(0), "1");
+        let table_key_r = gen_key_from_str(VirtualNode::from_index(255), "1");
+        let full_key_l = FullKey::for_test(TableId::new(1), table_key_l, epoch);
+        let full_key_r = FullKey::for_test(TableId::new(5), table_key_r, epoch);
+
+        let sst = SstableInfo {
+            object_id: 1,
+            sst_id: 1,
+            key_range: KeyRange {
+                left: full_key_l.encode().into(),
+                right: full_key_r.encode().into(),
+                right_exclusive: false,
+            },
+            table_ids: vec![1, 2, 3, 5],
+            uncompressed_file_size: 2,
+            file_size: 100,
+            sst_size: 100,
+            ..Default::default()
+        };
+
+        {
+            let split_key = {
+                FullKey::for_test(
+                    TableId::from(3),
+                    gen_key_from_str(VirtualNode::from_index(0), ""),
+                    0,
+                )
+                .encode()
+            };
+            let mut origin_sst = sst.clone();
+            let sst_size = origin_sst.sst_size;
+            let split_type = group_split::need_to_split(&origin_sst, split_key.clone().into());
+            assert_eq!(SstSplitType::Both, split_type);
+
+            let mut new_sst_id = 10;
+            let branched_sst = group_split::split_sst(
+                &mut origin_sst,
+                &mut new_sst_id,
+                split_key.into(),
+                sst_size / 2,
+                sst_size / 2,
+            );
+
+            assert!(origin_sst.key_range.right_exclusive);
+            assert!(origin_sst
+                .key_range
+                .right
+                .cmp(&branched_sst.key_range.left)
+                .is_le());
+            assert!(origin_sst.table_ids.is_sorted());
+            assert!(branched_sst.table_ids.is_sorted());
+            assert!(origin_sst.table_ids.last().unwrap() < branched_sst.table_ids.first().unwrap());
+            assert!(branched_sst.sst_size < origin_sst.file_size);
+            assert_eq!(10, branched_sst.sst_id);
+            assert_eq!(11, origin_sst.sst_id);
+            assert_eq!(&3, branched_sst.table_ids.first().unwrap()); // split table_id to right
+        }
+
+        {
+            // test un-exist table_id
+            let split_key = {
+                FullKey::for_test(
+                    TableId::from(4),
+                    gen_key_from_str(VirtualNode::from_index(0), ""),
+                    0,
+                )
+                .encode()
+            };
+            let mut origin_sst = sst.clone();
+            let sst_size = origin_sst.sst_size;
+            let split_type = group_split::need_to_split(&origin_sst, split_key.clone().into());
+            assert_eq!(SstSplitType::Both, split_type);
+
+            let mut new_sst_id = 10;
+            let branched_sst = group_split::split_sst(
+                &mut origin_sst,
+                &mut new_sst_id,
+                split_key.into(),
+                sst_size / 2,
+                sst_size / 2,
+            );
+
+            assert!(origin_sst.key_range.right_exclusive);
+            assert!(origin_sst
+                .key_range
+                .right
+                .cmp(&branched_sst.key_range.left)
+                .is_le());
+            assert!(origin_sst.table_ids.is_sorted());
+            assert!(branched_sst.table_ids.is_sorted());
+            assert!(origin_sst.table_ids.last().unwrap() < branched_sst.table_ids.first().unwrap());
+            assert!(branched_sst.sst_size < origin_sst.file_size);
+            assert_eq!(10, branched_sst.sst_id);
+            assert_eq!(11, origin_sst.sst_id);
+            assert_eq!(&5, branched_sst.table_ids.first().unwrap()); // split table_id to right
+        }
+
+        let split_key = {
+            FullKey::for_test(
+                TableId::from(6),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+        };
+        let origin_sst = sst.clone();
+        let split_type = group_split::need_to_split(&origin_sst, split_key.into());
+        assert_eq!(SstSplitType::Left, split_type);
+
+        let split_key = {
+            FullKey::for_test(
+                TableId::from(4),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+        };
+        let origin_sst = sst.clone();
+        let split_type = group_split::need_to_split(&origin_sst, split_key.into());
+        assert_eq!(SstSplitType::Both, split_type);
+
+        let split_key = {
+            FullKey::for_test(
+                TableId::from(1),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+        };
+        let origin_sst = sst.clone();
+        let split_type = group_split::need_to_split(&origin_sst, split_key.into());
+        assert_eq!(SstSplitType::Right, split_type);
+    }
+
     fn gen_sst_info(object_id: u64, table_ids: Vec<u32>, left: Bytes, right: Bytes) -> SstableInfo {
         SstableInfo {
             object_id,
@@ -1624,6 +1817,368 @@ mod tests {
         }
     }
 
+    #[test]
+    fn test_split_sst_info_for_level() {
+        let mut version = HummockVersion::default();
+
+        version.id = HummockVersionId(0);
+        version.levels = HashMap::from_iter([(
+            1,
+            build_initial_compaction_group_levels(
+                1,
+                &CompactionConfig {
+                    max_level: 6,
+                    ..Default::default()
+                },
+            ),
+        )]);
+
+        let cg1 = version.levels.get_mut(&1).unwrap();
+
+        cg1.levels[0] = Level {
+            level_idx: 1,
+            level_type: LevelType::Nonoverlapping,
+            table_infos: vec![
+                gen_sst_info(
+                    1,
+                    vec![3],
+                    FullKey::for_test(
+                        TableId::new(3),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(3),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    10,
+                    vec![3, 4],
+                    FullKey::for_test(
+                        TableId::new(3),
+                        gen_key_from_str(VirtualNode::from_index(201), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(4),
+                        gen_key_from_str(VirtualNode::from_index(10), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    11,
+                    vec![4],
+                    FullKey::for_test(
+                        TableId::new(4),
+                        gen_key_from_str(VirtualNode::from_index(11), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(4),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+            ],
+            total_file_size: 300,
+            ..Default::default()
+        };
+
+        cg1.l0.sub_levels.push(Level {
+            level_idx: 0,
+            table_infos: vec![
+                gen_sst_info(
+                    2,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    22,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    23,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    24,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    25,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+            ],
+            sub_level_id: 101,
+            level_type: LevelType::Overlapping,
+            total_file_size: 300,
+            ..Default::default()
+        });
+
+        {
+            // split Overlapping level
+            let split_key = FullKey::for_test(
+                TableId::new(1),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+            .into();
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level(
+                &mut cg1.l0.sub_levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+            // assert_eq!(3, x.len());
+            // assert_eq!(100, x[0].sst_id);
+            // assert_eq!(100, x[0].sst_size);
+            // assert_eq!(101, x[1].sst_id);
+            // assert_eq!(100, x[1].sst_size);
+            // assert_eq!(102, x[2].sst_id);
+            // assert_eq!(100, x[2].sst_size);
+
+            let mut right_l0 = OverlappingLevel {
+                sub_levels: vec![],
+                total_file_size: 0,
+                uncompressed_file_size: 0,
+            };
+
+            right_l0.sub_levels.push(Level {
+                level_idx: 0,
+                table_infos: x,
+                sub_level_id: 101,
+                total_file_size: 100,
+                level_type: LevelType::Overlapping,
+                ..Default::default()
+            });
+
+            let right_levels = Levels {
+                levels: vec![],
+                l0: right_l0,
+                ..Default::default()
+            };
+
+            merge_levels(cg1, right_levels);
+        }
+
+        {
+            // test split empty level
+            let mut new_sst_id = 100;
+            let split_key = FullKey::for_test(
+                TableId::new(1),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+            .into();
+            let x = group_split::split_sst_info_for_level(
+                &mut cg1.levels[2],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert!(x.is_empty());
+        }
+
+        {
+            // test split to right Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = FullKey::for_test(
+                TableId::new(1),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+            .into();
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(3, x.len());
+            assert_eq!(1, x[0].sst_id);
+            assert_eq!(100, x[0].sst_size);
+            assert_eq!(10, x[1].sst_id);
+            assert_eq!(100, x[1].sst_size);
+            assert_eq!(11, x[2].sst_id);
+            assert_eq!(100, x[2].sst_size);
+
+            assert_eq!(0, cg1.levels[0].table_infos.len());
+        }
+
+        {
+            // test split to left Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = FullKey::for_test(
+                TableId::new(5),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+            .into();
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(0, x.len());
+            assert_eq!(3, cg1.levels[0].table_infos.len());
+        }
+
+        {
+            // test split to both Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = FullKey::for_test(
+                TableId::new(3),
+                gen_key_from_str(VirtualNode::from_index(255), ""),
+                0,
+            )
+            .encode()
+            .into();
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(2, x.len());
+            assert_eq!(100, x[0].sst_id);
+            assert_eq!(100 / 2, x[0].sst_size);
+            assert_eq!(11, x[1].sst_id);
+            assert_eq!(100, x[1].sst_size);
+            assert_eq!(vec![3, 4], x[0].table_ids);
+
+            assert_eq!(2, cg1.levels[0].table_infos.len());
+            assert_eq!(101, cg1.levels[0].table_infos[1].sst_id);
+            assert_eq!(100 / 2, cg1.levels[0].table_infos[1].sst_size);
+            assert_eq!(vec![3], cg1.levels[0].table_infos[1].table_ids);
+        }
+
+        {
+            // test split to both Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = FullKey::for_test(
+                TableId::new(4),
+                gen_key_from_str(VirtualNode::from_index(0), ""),
+                0,
+            )
+            .encode()
+            .into();
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(2, x.len());
+            assert_eq!(100, x[0].sst_id);
+            assert_eq!(100 / 2, x[0].sst_size);
+            assert_eq!(11, x[1].sst_id);
+            assert_eq!(100, x[1].sst_size);
+            assert_eq!(vec![4], x[1].table_ids);
+
+            assert_eq!(2, cg1.levels[0].table_infos.len());
+            assert_eq!(101, cg1.levels[0].table_infos[1].sst_id);
+            assert_eq!(100 / 2, cg1.levels[0].table_infos[1].sst_size);
+            assert_eq!(vec![3], cg1.levels[0].table_infos[1].table_ids);
+        }
+    }
+
     #[test]
     fn test_merge_levels() {
         let mut left_levels = build_initial_compaction_group_levels(
diff --git a/src/storage/hummock_sdk/src/compaction_group/mod.rs b/src/storage/hummock_sdk/src/compaction_group/mod.rs
index 94ef89b8046e2..76384b20fc177 100644
--- a/src/storage/hummock_sdk/src/compaction_group/mod.rs
+++ b/src/storage/hummock_sdk/src/compaction_group/mod.rs
@@ -45,11 +45,229 @@ impl From<StaticCompactionGroupId> for CompactionGroupId {
 }
 
 pub mod group_split {
+
     use std::cmp::Ordering;
+    use std::collections::BTreeSet;
+
+    use bytes::Bytes;
+    use risingwave_common::hash::VirtualNode;
+    use risingwave_pb::hummock::PbLevelType;
 
     use super::hummock_version_ext::insert_new_sub_level;
     use crate::can_concat;
+    use crate::key::FullKey;
+    use crate::key_range::KeyRange;
     use crate::level::{Level, Levels};
+    use crate::sstable_info::SstableInfo;
+
+    #[derive(Debug, PartialEq, Clone)]
+    pub enum SstSplitType {
+        Left,
+        Right,
+        Both,
+    }
+
+    pub fn need_to_split(sst: &SstableInfo, split_key: Bytes) -> SstSplitType {
+        let key_range = &sst.key_range;
+        // 1. compare left
+        if split_key.le(&key_range.left) {
+            return SstSplitType::Right;
+        }
+
+        // 2. compare right
+        if key_range.right_exclusive {
+            if split_key.ge(&key_range.right) {
+                return SstSplitType::Left;
+            }
+        } else if split_key.gt(&key_range.right) {
+            return SstSplitType::Left;
+        }
+
+        SstSplitType::Both
+    }
+
+    pub fn split_sst(
+        origin_sst_info: &mut SstableInfo,
+        new_sst_id: &mut u64,
+        split_key: Bytes,
+        left_size: u64,
+        right_size: u64,
+    ) -> SstableInfo {
+        let mut branch_table_info = origin_sst_info.clone();
+        branch_table_info.sst_id = *new_sst_id;
+        *new_sst_id += 1;
+        origin_sst_info.sst_id = *new_sst_id;
+        *new_sst_id += 1;
+
+        let (key_range_l, key_range_r) = {
+            let key_range = &origin_sst_info.key_range;
+            let l = KeyRange {
+                left: key_range.left.clone(),
+                right: split_key.clone(),
+                right_exclusive: true,
+            };
+
+            let r = KeyRange {
+                left: split_key.clone(),
+                right: key_range.right.clone(),
+                right_exclusive: key_range.right_exclusive,
+            };
+
+            (l, r)
+        };
+        let (table_ids_l, table_ids_r) =
+            split_table_ids(&origin_sst_info.table_ids, split_key.clone());
+
+        // rebuild the key_range and size and sstable file size
+        {
+            // origin_sst_info
+            origin_sst_info.key_range = key_range_l;
+            origin_sst_info.sst_size = left_size;
+            origin_sst_info.table_ids = table_ids_l;
+        }
+
+        {
+            // new sst
+            branch_table_info.key_range = key_range_r;
+            branch_table_info.sst_size = right_size;
+            branch_table_info.table_ids = table_ids_r;
+        }
+
+        branch_table_info
+    }
+
+    pub fn split_sst_for_commit_epoch(
+        sst_info: &mut SstableInfo,
+        new_sst_id: &mut u64,
+        old_sst_size: u64,
+        new_sst_size: u64,
+        new_table_ids: Vec<u32>,
+    ) -> SstableInfo {
+        let mut branch_table_info = sst_info.clone();
+        branch_table_info.sst_id = *new_sst_id;
+        branch_table_info.sst_size = new_sst_size;
+        *new_sst_id += 1;
+
+        sst_info.sst_id = *new_sst_id;
+        sst_info.sst_size = old_sst_size;
+        *new_sst_id += 1;
+
+        {
+            // related github.com/risingwavelabs/risingwave/pull/17898/
+            // This is a temporary implementation that will update `table_ids`` based on the new split rule after PR 17898
+            // sst_info.table_ids = vec[1, 2, 3];
+            // new_table_ids = vec[2, 3, 4];
+            // branch_table_info.table_ids = vec[1, 2, 3] ∩ vec[2, 3, 4] = vec[2, 3]
+            let set1: BTreeSet<_> = sst_info.table_ids.iter().cloned().collect();
+            let set2: BTreeSet<_> = new_table_ids.into_iter().collect();
+            let intersection: Vec<_> = set1.intersection(&set2).cloned().collect();
+
+            // Update table_ids
+            branch_table_info.table_ids = intersection;
+            sst_info
+                .table_ids
+                .retain(|table_id| !branch_table_info.table_ids.contains(table_id));
+        }
+
+        branch_table_info
+    }
+
+    // Should avoid split same table_id into two groups
+    pub fn split_table_ids(table_ids: &Vec<u32>, split_key: Bytes) -> (Vec<u32>, Vec<u32>) {
+        assert!(table_ids.is_sorted());
+        let split_full_key = FullKey::decode(&split_key);
+        let split_user_key = split_full_key.user_key;
+        let vnode = split_user_key.get_vnode_id();
+        let table_id = split_user_key.table_id.table_id();
+
+        assert_eq!(VirtualNode::ZERO, VirtualNode::from_index(vnode));
+        let pos = table_ids.partition_point(|&id| id < table_id);
+        (table_ids[..pos].to_vec(), table_ids[pos..].to_vec())
+    }
+
+    pub fn split_sst_info_for_level(
+        level: &mut Level,
+        new_sst_id: &mut u64,
+        split_key: Bytes,
+    ) -> Vec<SstableInfo> {
+        if level.table_infos.is_empty() {
+            return vec![];
+        }
+        if level.level_type == PbLevelType::Overlapping {
+            let mut left_sst = vec![];
+            let mut right_sst = vec![];
+
+            for sst in &mut level.table_infos {
+                let sst_split_type = need_to_split(sst, split_key.clone());
+                match sst_split_type {
+                    SstSplitType::Left => {
+                        left_sst.push(sst.clone());
+                    }
+                    SstSplitType::Right => {
+                        right_sst.push(sst.clone());
+                    }
+                    SstSplitType::Both => {
+                        let estimated_size = sst.sst_size;
+                        let branch_sst = split_sst(
+                            sst,
+                            new_sst_id,
+                            split_key.clone(),
+                            estimated_size / 2,
+                            estimated_size / 2,
+                        );
+                        right_sst.push(branch_sst.clone());
+                        left_sst.push(sst.clone());
+                    }
+                }
+            }
+
+            level.table_infos = left_sst;
+            right_sst
+        } else {
+            let pos = get_split_pos(&level.table_infos, split_key.clone());
+            if pos >= level.table_infos.len() {
+                return vec![];
+            }
+
+            let mut insert_table_infos = vec![];
+            let sst = &mut level.table_infos[pos];
+            let sst_split_type = need_to_split(sst, split_key.clone());
+            match sst_split_type {
+                SstSplitType::Left => {
+                    insert_table_infos.extend_from_slice(&level.table_infos[pos + 1..]);
+                    level.table_infos = level.table_infos[0..=pos].to_vec();
+                }
+                SstSplitType::Right => {
+                    insert_table_infos.extend_from_slice(&level.table_infos[pos..]); // the sst at pos has been split to the right
+                    level.table_infos = level.table_infos[0..pos].to_vec();
+                }
+                SstSplitType::Both => {
+                    // split the sst
+                    let estimated_size = sst.sst_size;
+                    let branch_sst = split_sst(
+                        sst,
+                        new_sst_id,
+                        split_key,
+                        estimated_size / 2,
+                        estimated_size / 2,
+                    );
+                    insert_table_infos.push(branch_sst.clone());
+                    // the sst at pos has been split to both left and right
+                    // the branched sst has been inserted to the `insert_table_infos`
+                    insert_table_infos.extend_from_slice(&level.table_infos[pos + 1..]);
+                    level.table_infos = level.table_infos[0..=pos].to_vec();
+                }
+            };
+
+            insert_table_infos
+        }
+    }
+
+    pub fn get_split_pos(sstables: &Vec<SstableInfo>, split_key: Bytes) -> usize {
+        sstables
+            .partition_point(|sst| sst.key_range.left.cmp(&split_key).is_lt())
+            .saturating_sub(1)
+    }
 
     pub fn merge_levels(left_levels: &mut Levels, right_levels: Levels) {
         let right_l0 = right_levels.l0;
diff --git a/src/storage/hummock_sdk/src/key.rs b/src/storage/hummock_sdk/src/key.rs
index 6a33d1ff1a09b..7ae990e9bb839 100644
--- a/src/storage/hummock_sdk/src/key.rs
+++ b/src/storage/hummock_sdk/src/key.rs
@@ -703,11 +703,13 @@ impl<T: AsRef<[u8]>> Debug for FullKey<T> {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         write!(
             f,
-            "FullKey {{ {:?}, epoch: {}, epoch_with_gap: {}, spill_offset: {}}}",
+            "FullKey {{ {:?}, epoch: {}, epoch_with_gap: {}, spill_offset: {}}} table_id {} vnode {}",
             self.user_key,
             self.epoch_with_gap.pure_epoch(),
             self.epoch_with_gap.as_u64(),
             self.epoch_with_gap.as_u64() - self.epoch_with_gap.pure_epoch(),
+            self.user_key.table_id.table_id(),
+            self.user_key.get_vnode_id(),
         )
     }
 }
diff --git a/src/storage/hummock_sdk/src/lib.rs b/src/storage/hummock_sdk/src/lib.rs
index 9e6962ab117aa..85e6a04b74895 100644
--- a/src/storage/hummock_sdk/src/lib.rs
+++ b/src/storage/hummock_sdk/src/lib.rs
@@ -56,6 +56,7 @@ pub mod version;
 pub use compact::*;
 use risingwave_common::catalog::TableId;
 
+use crate::key::FullKey;
 use crate::table_watermark::TableWatermarks;
 
 pub type HummockSstableObjectId = u64;
@@ -284,6 +285,15 @@ pub fn can_concat(ssts: &[SstableInfo]) -> bool {
             .compare_right_with(&ssts[i].key_range.left)
             != Ordering::Less
         {
+            tracing::error!(
+                "Can't concat sstables, key range not continuous, left: {:?}, right: {:?} idx {:?} left_key_range: {:?}, right_key_range: {:?}",
+                FullKey::decode(&ssts[i - 1].key_range.right),
+                FullKey::decode(&ssts[i].key_range.left),
+                i,
+                ssts[i - 1].key_range,
+                ssts[i].key_range
+            );
+
             return false;
         }
     }
diff --git a/src/storage/hummock_sdk/src/version.rs b/src/storage/hummock_sdk/src/version.rs
index 1c8cfd1e310b4..c30779437c961 100644
--- a/src/storage/hummock_sdk/src/version.rs
+++ b/src/storage/hummock_sdk/src/version.rs
@@ -24,15 +24,13 @@ use risingwave_common::util::epoch::INVALID_EPOCH;
 use risingwave_pb::hummock::group_delta::PbDeltaType;
 use risingwave_pb::hummock::hummock_version_delta::PbGroupDeltas;
 use risingwave_pb::hummock::{
-    CompactionConfig, PbGroupConstruct, PbGroupDelta, PbGroupDestroy, PbGroupMerge,
-    PbGroupMetaChange, PbGroupTableChange, PbHummockVersion, PbHummockVersionDelta,
-    PbIntraLevelDelta, PbStateTableInfo, StateTableInfo, StateTableInfoDelta,
+    PbGroupConstruct, PbGroupDelta, PbGroupDestroy, PbGroupMerge, PbGroupMetaChange,
+    PbGroupTableChange, PbHummockVersion, PbHummockVersionDelta, PbIntraLevelDelta,
+    PbStateTableInfo, StateTableInfo, StateTableInfoDelta,
 };
 use tracing::warn;
 
 use crate::change_log::{ChangeLogDelta, TableChangeLog};
-use crate::compaction_group::hummock_version_ext::build_initial_compaction_group_levels;
-use crate::compaction_group::StaticCompactionGroupId;
 use crate::level::Levels;
 use crate::sstable_info::SstableInfo;
 use crate::table_watermark::TableWatermarks;
@@ -54,7 +52,7 @@ impl HummockVersionStateTableInfo {
         }
     }
 
-    fn build_compaction_group_member_tables(
+    pub fn build_compaction_group_member_tables(
         state_table_info: &HashMap<TableId, PbStateTableInfo>,
     ) -> HashMap<CompactionGroupId, BTreeSet<TableId>> {
         let mut ret: HashMap<_, BTreeSet<_>> = HashMap::new();
@@ -414,8 +412,8 @@ impl HummockVersion {
         self.max_committed_epoch
     }
 
-    pub fn create_init_version(default_compaction_config: Arc<CompactionConfig>) -> HummockVersion {
-        let mut init_version = HummockVersion {
+    pub fn create_init_version() -> HummockVersion {
+        HummockVersion {
             id: FIRST_VERSION_ID,
             levels: Default::default(),
             max_committed_epoch: INVALID_EPOCH,
@@ -423,17 +421,7 @@ impl HummockVersion {
             table_watermarks: HashMap::new(),
             table_change_log: HashMap::new(),
             state_table_info: HummockVersionStateTableInfo::empty(),
-        };
-        for group_id in [
-            StaticCompactionGroupId::StateDefault as CompactionGroupId,
-            StaticCompactionGroupId::MaterializedView as CompactionGroupId,
-        ] {
-            init_version.levels.insert(
-                group_id,
-                build_initial_compaction_group_levels(group_id, default_compaction_config.as_ref()),
-            );
         }
-        init_version
     }
 
     pub fn version_delta_after(&self) -> HummockVersionDelta {
@@ -529,6 +517,7 @@ impl HummockVersionDelta {
                 } else {
                     &EMPTY_VEC
                 };
+
                 sst_slice.iter()
             })
         });
diff --git a/src/storage/hummock_test/src/compactor_tests.rs b/src/storage/hummock_test/src/compactor_tests.rs
index 92856fb5022c6..119a12ccbc07e 100644
--- a/src/storage/hummock_test/src/compactor_tests.rs
+++ b/src/storage/hummock_test/src/compactor_tests.rs
@@ -30,7 +30,6 @@ pub(crate) mod tests {
     use risingwave_common::util::epoch::{test_epoch, Epoch, EpochExt};
     use risingwave_common_service::NotificationClient;
     use risingwave_hummock_sdk::compact_task::CompactTask;
-    use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
     use risingwave_hummock_sdk::key::{
         next_key, prefix_slice_with_vnode, prefixed_range_with_vnode, FullKey, TableKey,
         TABLE_PREFIX_LEN,
@@ -49,7 +48,7 @@ pub(crate) mod tests {
         default_compaction_selector, ManualCompactionOption,
     };
     use risingwave_meta::hummock::test_utils::{
-        register_table_ids_to_compaction_group, setup_compute_env, setup_compute_env_with_config,
+        get_compaction_group_id_by_table_id, setup_compute_env, setup_compute_env_with_config,
         unregister_table_ids_from_compaction_group,
     };
     use risingwave_meta::hummock::{HummockManagerRef, MockHummockMetaClient};
@@ -86,12 +85,11 @@ pub(crate) mod tests {
 
     use crate::get_notification_client_for_test;
     use crate::local_state_store_test_utils::LocalStateStoreTestExt;
-    use crate::test_utils::{register_tables_with_id_for_test, TestIngestBatch};
+    use crate::test_utils::{update_filter_key_extractor_for_table_ids, TestIngestBatch};
 
     pub(crate) async fn get_hummock_storage(
         hummock_meta_client: Arc<dyn HummockMetaClient>,
         notification_client: impl NotificationClient,
-        hummock_manager_ref: &HummockManagerRef,
         table_ids: &[u32],
     ) -> HummockStorage {
         let remote_dir = "hummock_001_test".to_string();
@@ -114,12 +112,10 @@ pub(crate) mod tests {
         .await
         .unwrap();
 
-        register_tables_with_id_for_test(
+        update_filter_key_extractor_for_table_ids(
             hummock.filter_key_extractor_manager(),
-            hummock_manager_ref,
             table_ids,
-        )
-        .await;
+        );
 
         hummock
     }
@@ -188,7 +184,10 @@ pub(crate) mod tests {
             } else {
                 local.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
             }
-            let res = storage.seal_and_sync_epoch(epoch).await.unwrap();
+            let res = storage
+                .seal_and_sync_epoch(epoch, HashSet::from([TableId::from(0)]))
+                .await
+                .unwrap();
             hummock_meta_client.commit_epoch(epoch, res).await.unwrap();
         }
     }
@@ -228,14 +227,14 @@ pub(crate) mod tests {
         ));
 
         // 1. add sstables
+        let table_id = 0;
         let mut key = BytesMut::default();
         key.put_u16(0);
         key.put_slice(b"same_key");
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
-            &[0],
+            &[table_id],
         )
         .await;
         let rpc_filter_key_extractor_manager = match storage.filter_key_extractor_manager().clone()
@@ -284,11 +283,10 @@ pub(crate) mod tests {
         )
         .await;
         // 2. get compact task
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), table_id).await;
         while let Some(mut compact_task) = hummock_manager_ref
-            .get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                &mut default_compaction_selector(),
-            )
+            .get_compact_task(compaction_group_id, &mut default_compaction_selector())
             .await
             .unwrap()
         {
@@ -333,8 +331,7 @@ pub(crate) mod tests {
 
         // 4. get the latest version and check
         let version = hummock_manager_ref.get_current_version().await;
-        let group =
-            version.get_compaction_group_levels(StaticCompactionGroupId::StateDefault.into());
+        let group = version.get_compaction_group_levels(compaction_group_id);
 
         // base level
         let output_tables = group
@@ -401,11 +398,11 @@ pub(crate) mod tests {
             worker_node.id,
         ));
 
+        let table_id = 0;
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
-            &[0],
+            &[table_id],
         )
         .await;
 
@@ -445,14 +442,11 @@ pub(crate) mod tests {
         )
         .await;
 
-        // 2. get compact task
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), table_id).await;
 
-        // 3. compact
         while let Some(compact_task) = hummock_manager_ref
-            .get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                &mut default_compaction_selector(),
-            )
+            .get_compact_task(compaction_group_id, &mut default_compaction_selector())
             .await
             .unwrap()
         {
@@ -480,8 +474,11 @@ pub(crate) mod tests {
 
         // 4. get the latest version and check
         let version = hummock_manager_ref.get_current_version().await;
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), table_id).await;
+
         let output_tables = version
-            .get_compaction_group_levels(StaticCompactionGroupId::StateDefault.into())
+            .get_compaction_group_levels(compaction_group_id)
             .levels
             .iter()
             .flat_map(|level| level.table_infos.clone())
@@ -523,8 +520,12 @@ pub(crate) mod tests {
         hummock_meta_client: &Arc<dyn HummockMetaClient>,
         storage: &HummockStorage,
         epoch: u64,
+        table_id: TableId,
     ) {
-        let res = storage.seal_and_sync_epoch(epoch).await.unwrap();
+        let res = storage
+            .seal_and_sync_epoch(epoch, HashSet::from([table_id]))
+            .await
+            .unwrap();
         hummock_meta_client.commit_epoch(epoch, res).await.unwrap();
     }
 
@@ -561,7 +562,7 @@ pub(crate) mod tests {
             storage.start_epoch(next_epoch, HashSet::from_iter([table_id]));
             local.seal_current_epoch(next_epoch, SealCurrentEpochOptions::for_test());
 
-            flush_and_commit(&hummock_meta_client, storage, epoch).await;
+            flush_and_commit(&hummock_meta_client, storage, epoch, table_id).await;
             epoch.inc_epoch();
         }
     }
@@ -602,7 +603,6 @@ pub(crate) mod tests {
         let storage_existing_table_id = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -616,43 +616,20 @@ pub(crate) mod tests {
         .await;
 
         // Mimic dropping table
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), existing_table_id)
+                .await;
+
         unregister_table_ids_from_compaction_group(&hummock_manager_ref, &[existing_table_id])
             .await;
 
-        let manual_compcation_option = ManualCompactionOption {
-            level: 0,
-            ..Default::default()
-        };
-        // 2. get compact task and there should be none
-        let compact_task = hummock_manager_ref
-            .manual_get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                manual_compcation_option,
-            )
-            .await
-            .unwrap();
-
-        assert!(compact_task.is_none());
+        let current_version = hummock_manager_ref.get_current_version().await;
+        assert!(current_version
+            .get_sst_ids_by_group_id(compaction_group_id)
+            .collect_vec()
+            .is_empty());
 
-        // 3. get the latest version and check
-        let version = hummock_manager_ref.get_current_version().await;
-        let output_level_info = version
-            .get_compaction_group_levels(StaticCompactionGroupId::StateDefault.into())
-            .levels
-            .last()
-            .unwrap();
-        assert_eq!(0, output_level_info.total_file_size);
-
-        // 5. get compact task
-        let compact_task = hummock_manager_ref
-            .get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                &mut default_compaction_selector(),
-            )
-            .await
-            .unwrap();
-
-        assert!(compact_task.is_none());
+        assert_eq!(0, current_version.num_levels(compaction_group_id));
     }
 
     #[tokio::test]
@@ -670,12 +647,15 @@ pub(crate) mod tests {
         )
         .await;
 
+        let table_id_1 = 1;
+        let table_id_2 = 2;
+
         // register the local_storage to global_storage
         let mut storage_1 = global_storage
-            .new_local(NewLocalOptions::for_test(TableId::from(1)))
+            .new_local(NewLocalOptions::for_test(TableId::from(table_id_1)))
             .await;
         let mut storage_2 = global_storage
-            .new_local(NewLocalOptions::for_test(TableId::from(2)))
+            .new_local(NewLocalOptions::for_test(TableId::from(table_id_2)))
             .await;
 
         let rpc_filter_key_extractor_manager =
@@ -687,12 +667,12 @@ pub(crate) mod tests {
             };
 
         rpc_filter_key_extractor_manager.update(
-            1,
+            table_id_1,
             Arc::new(FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor)),
         );
 
         rpc_filter_key_extractor_manager.update(
-            2,
+            table_id_2,
             Arc::new(FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor)),
         );
         let filter_key_extractor_manager = FilterKeyExtractorManager::RpcFilterKeyExtractorManager(
@@ -712,16 +692,12 @@ pub(crate) mod tests {
         // 1. add sstables
         let val = Bytes::from(b"0"[..].repeat(1 << 10)); // 1024 Byte value
 
-        let drop_table_id = 1;
-        let existing_table_ids = 2;
+        let drop_table_id = table_id_1;
+        let existing_table_id = table_id_2;
         let kv_count: usize = 128;
         let mut epoch = test_epoch(1);
-        register_table_ids_to_compaction_group(
-            &hummock_manager_ref,
-            &[drop_table_id, existing_table_ids],
-            StaticCompactionGroupId::StateDefault.into(),
-        )
-        .await;
+        let table_ids: HashSet<TableId> =
+            HashSet::from_iter([drop_table_id.into(), existing_table_id.into()]);
 
         global_storage
             .wait_version(hummock_manager_ref.get_current_version().await)
@@ -748,36 +724,52 @@ pub(crate) mod tests {
             prefix.extend_from_slice(&vnode.to_be_bytes());
             prefix.put_slice(random_key.as_slice());
 
-            storage
-                .insert(TableKey(prefix.freeze()), val.clone(), None)
-                .unwrap();
-            storage.flush().await.unwrap();
+            if index < kv_count / 2 {
+                storage
+                    .insert(TableKey(prefix.clone().freeze()), val.clone(), None)
+                    .unwrap();
+                other
+                    .insert(TableKey(prefix.freeze()), val.clone(), None)
+                    .unwrap();
+                storage.flush().await.unwrap();
+                other.flush().await.unwrap();
+            } else {
+                storage
+                    .insert(TableKey(prefix.freeze()), val.clone(), None)
+                    .unwrap();
+
+                storage.flush().await.unwrap();
+            }
             storage.seal_current_epoch(next_epoch, SealCurrentEpochOptions::for_test());
             other.seal_current_epoch(next_epoch, SealCurrentEpochOptions::for_test());
 
-            let res = global_storage.seal_and_sync_epoch(epoch).await.unwrap();
+            let res = global_storage
+                .seal_and_sync_epoch(epoch, table_ids.clone())
+                .await
+                .unwrap();
             hummock_meta_client.commit_epoch(epoch, res).await.unwrap();
             epoch.inc_epoch();
         }
 
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), existing_table_id)
+                .await;
+
         // Mimic dropping table
         unregister_table_ids_from_compaction_group(&hummock_manager_ref, &[drop_table_id]).await;
-
         let manual_compcation_option = ManualCompactionOption {
             level: 0,
             ..Default::default()
         };
         // 2. get compact task
         let mut compact_task = hummock_manager_ref
-            .manual_get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                manual_compcation_option,
-            )
+            .manual_get_compact_task(compaction_group_id, manual_compcation_option)
             .await
             .unwrap()
             .unwrap();
         let compaction_filter_flag = CompactionFilterFlag::STATE_CLEAN | CompactionFilterFlag::TTL;
         compact_task.compaction_filter_mask = compaction_filter_flag.bits();
+        compact_task.existing_table_ids = vec![existing_table_id];
 
         // assert compact_task
         assert_eq!(
@@ -800,6 +792,7 @@ pub(crate) mod tests {
             filter_key_extractor_manager,
         )
         .await;
+
         hummock_manager_ref
             .report_compact_task(
                 result_task.task_id,
@@ -813,7 +806,7 @@ pub(crate) mod tests {
         // 5. get the latest version and check
         let version: HummockVersion = hummock_manager_ref.get_current_version().await;
         let mut tables_from_version = vec![];
-        version.level_iter(StaticCompactionGroupId::StateDefault.into(), |level| {
+        version.level_iter(compaction_group_id, |level| {
             tables_from_version.extend(level.table_infos.iter().cloned());
             true
         });
@@ -828,14 +821,11 @@ pub(crate) mod tests {
                 .meta
                 .key_count;
         }
-        assert_eq!((kv_count / 2) as u32, key_count);
+        assert_eq!((kv_count * 3 / 4) as u32, key_count);
 
         // 6. get compact task and there should be none
         let compact_task = hummock_manager_ref
-            .get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                &mut default_compaction_selector(),
-            )
+            .get_compact_task(compaction_group_id, &mut default_compaction_selector())
             .await
             .unwrap();
         assert!(compact_task.is_none());
@@ -853,7 +843,7 @@ pub(crate) mod tests {
                 epoch,
                 None,
                 ReadOptions {
-                    table_id: TableId::from(existing_table_ids),
+                    table_id: TableId::from(existing_table_id),
                     prefetch_options: PrefetchOptions::default(),
                     cache_policy: CachePolicy::Fill(CacheContext::Default),
                     ..Default::default()
@@ -864,7 +854,7 @@ pub(crate) mod tests {
         let mut scan_count = 0;
         for (k, _) in scan_result {
             let table_id = k.user_key.table_id.table_id();
-            assert_eq!(table_id, existing_table_ids);
+            assert_eq!(table_id, existing_table_id);
             scan_count += 1;
         }
         assert_eq!(key_count, scan_count);
@@ -883,7 +873,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -945,21 +934,24 @@ pub(crate) mod tests {
             local.flush().await.unwrap();
             local.seal_current_epoch(next_epoch, SealCurrentEpochOptions::for_test());
 
-            let res = storage.seal_and_sync_epoch(epoch).await.unwrap();
+            let res = storage
+                .seal_and_sync_epoch(epoch, HashSet::from([existing_table_id.into()]))
+                .await
+                .unwrap();
             hummock_meta_client.commit_epoch(epoch, res).await.unwrap();
             epoch += millisec_interval_epoch;
         }
 
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), existing_table_id)
+                .await;
         let manual_compcation_option = ManualCompactionOption {
             level: 0,
             ..Default::default()
         };
         // 2. get compact task
         let mut compact_task = hummock_manager_ref
-            .manual_get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                manual_compcation_option,
-            )
+            .manual_get_compact_task(compaction_group_id, manual_compcation_option)
             .await
             .unwrap()
             .unwrap();
@@ -1012,7 +1004,7 @@ pub(crate) mod tests {
         // 4. get the latest version and check
         let version: HummockVersion = hummock_manager_ref.get_current_version().await;
         let mut tables_from_version = vec![];
-        version.level_iter(StaticCompactionGroupId::StateDefault.into(), |level| {
+        version.level_iter(compaction_group_id, |level| {
             tables_from_version.extend(level.table_infos.iter().cloned());
             true
         });
@@ -1032,10 +1024,7 @@ pub(crate) mod tests {
 
         // 5. get compact task and there should be none
         let compact_task = hummock_manager_ref
-            .get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                &mut default_compaction_selector(),
-            )
+            .get_compact_task(compaction_group_id, &mut default_compaction_selector())
             .await
             .unwrap();
         assert!(compact_task.is_none());
@@ -1088,7 +1077,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -1145,21 +1133,25 @@ pub(crate) mod tests {
                 .unwrap();
             local.flush().await.unwrap();
             local.seal_current_epoch(next_epoch, SealCurrentEpochOptions::for_test());
-            let res = storage.seal_and_sync_epoch(epoch).await.unwrap();
+            let res = storage
+                .seal_and_sync_epoch(epoch, HashSet::from([existing_table_id.into()]))
+                .await
+                .unwrap();
             hummock_meta_client.commit_epoch(epoch, res).await.unwrap();
             epoch += millisec_interval_epoch;
         }
 
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), existing_table_id)
+                .await;
+
         let manual_compcation_option = ManualCompactionOption {
             level: 0,
             ..Default::default()
         };
         // 2. get compact task
         let mut compact_task = hummock_manager_ref
-            .manual_get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                manual_compcation_option,
-            )
+            .manual_get_compact_task(compaction_group_id, manual_compcation_option)
             .await
             .unwrap()
             .unwrap();
@@ -1204,7 +1196,7 @@ pub(crate) mod tests {
         // 4. get the latest version and check
         let version: HummockVersion = hummock_manager_ref.get_current_version().await;
         let tables_from_version: Vec<_> = version
-            .get_compaction_group_levels(StaticCompactionGroupId::StateDefault.into())
+            .get_compaction_group_levels(compaction_group_id)
             .levels
             .iter()
             .flat_map(|level| level.table_infos.iter())
@@ -1225,10 +1217,7 @@ pub(crate) mod tests {
 
         // 5. get compact task and there should be none
         let compact_task = hummock_manager_ref
-            .get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                &mut default_compaction_selector(),
-            )
+            .get_compact_task(compaction_group_id, &mut default_compaction_selector())
             .await
             .unwrap();
         assert!(compact_task.is_none());
@@ -1288,7 +1277,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -1323,7 +1311,17 @@ pub(crate) mod tests {
         //     .unwrap();
         local.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
 
-        flush_and_commit(&hummock_meta_client, &storage, epoch).await;
+        flush_and_commit(
+            &hummock_meta_client,
+            &storage,
+            epoch,
+            existing_table_id.into(),
+        )
+        .await;
+
+        let compaction_group_id =
+            get_compaction_group_id_by_table_id(hummock_manager_ref.clone(), existing_table_id)
+                .await;
 
         let manual_compcation_option = ManualCompactionOption {
             level: 0,
@@ -1331,10 +1329,7 @@ pub(crate) mod tests {
         };
         // 2. get compact task
         let mut compact_task = hummock_manager_ref
-            .manual_get_compact_task(
-                StaticCompactionGroupId::StateDefault.into(),
-                manual_compcation_option,
-            )
+            .manual_get_compact_task(compaction_group_id, manual_compcation_option)
             .await
             .unwrap()
             .unwrap();
@@ -1375,7 +1370,7 @@ pub(crate) mod tests {
         // 4. get the latest version and check
         let version = hummock_manager_ref.get_current_version().await;
         let output_level_info = version
-            .get_compaction_group_levels(StaticCompactionGroupId::StateDefault.into())
+            .get_compaction_group_levels(compaction_group_id)
             .levels
             .last()
             .unwrap();
@@ -1503,7 +1498,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -1678,7 +1672,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -1796,7 +1789,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[existing_table_id],
         )
         .await;
@@ -1995,7 +1987,6 @@ pub(crate) mod tests {
         let storage = get_hummock_storage(
             hummock_meta_client.clone(),
             get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-            &hummock_manager_ref,
             &[table_id_1.table_id(), table_id_2.table_id()],
         )
         .await;
@@ -2103,7 +2094,10 @@ pub(crate) mod tests {
                     .0
                     .seal_current_epoch(next_epoch, SealCurrentEpochOptions::for_test());
 
-                let res = storage.seal_and_sync_epoch(*epoch).await.unwrap();
+                let res = storage
+                    .seal_and_sync_epoch(*epoch, table_id_set.clone())
+                    .await
+                    .unwrap();
                 hummock_meta_client.commit_epoch(*epoch, res).await.unwrap();
                 *epoch += millisec_interval_epoch;
             }
@@ -2125,7 +2119,7 @@ pub(crate) mod tests {
         .await;
         epoch += millisec_interval_epoch;
 
-        let parent_group_id = 2;
+        let parent_group_id = 5;
         let split_table_ids = vec![table_id_2.table_id()];
 
         async fn compact_once(
@@ -2200,45 +2194,45 @@ pub(crate) mod tests {
             .unwrap();
 
         assert_ne!(parent_group_id, new_cg_id);
-        assert!(hummock_manager_ref
-            .merge_compaction_group(parent_group_id, new_cg_id)
-            .await
-            .is_err());
-
-        write_data(
-            &storage,
-            (&mut local_1, true),
-            (&mut local_2, true),
-            &mut epoch,
-            val.clone(),
-            100,
-            millisec_interval_epoch,
-            key_prefix.clone(),
-            hummock_meta_client.clone(),
-            &mut is_init,
-        )
-        .await;
-        epoch += millisec_interval_epoch;
-
-        compact_once(
-            parent_group_id,
-            0,
-            hummock_manager_ref.clone(),
-            compact_ctx.clone(),
-            filter_key_extractor_manager.clone(),
-            sstable_object_id_manager.clone(),
-        )
-        .await;
-
-        compact_once(
-            new_cg_id,
-            0,
-            hummock_manager_ref.clone(),
-            compact_ctx.clone(),
-            filter_key_extractor_manager.clone(),
-            sstable_object_id_manager.clone(),
-        )
-        .await;
+        // assert!(hummock_manager_ref
+        //     .merge_compaction_group(parent_group_id, new_cg_id)
+        //     .await
+        //     .is_err());
+
+        // write_data(
+        //     &storage,
+        //     (&mut local_1, true),
+        //     (&mut local_2, true),
+        //     &mut epoch,
+        //     val.clone(),
+        //     100,
+        //     millisec_interval_epoch,
+        //     key_prefix.clone(),
+        //     hummock_meta_client.clone(),
+        //     &mut is_init,
+        // )
+        // .await;
+        // epoch += millisec_interval_epoch;
+
+        // compact_once(
+        //     parent_group_id,
+        //     0,
+        //     hummock_manager_ref.clone(),
+        //     compact_ctx.clone(),
+        //     filter_key_extractor_manager.clone(),
+        //     sstable_object_id_manager.clone(),
+        // )
+        // .await;
+
+        // compact_once(
+        //     new_cg_id,
+        //     0,
+        //     hummock_manager_ref.clone(),
+        //     compact_ctx.clone(),
+        //     filter_key_extractor_manager.clone(),
+        //     sstable_object_id_manager.clone(),
+        // )
+        // .await;
 
         // try merge
         hummock_manager_ref
@@ -2431,11 +2425,11 @@ pub(crate) mod tests {
             .await
             .unwrap();
 
-        // try merge
-        assert!(hummock_manager_ref
-            .merge_compaction_group(parent_group_id, new_cg_id)
-            .await
-            .is_err());
+        // // try merge
+        // assert!(hummock_manager_ref
+        //     .merge_compaction_group(parent_group_id, new_cg_id)
+        //     .await
+        //     .is_err());
 
         // write left and write
 
diff --git a/src/storage/hummock_test/src/failpoint_tests.rs b/src/storage/hummock_test/src/failpoint_tests.rs
index 240c07cd82c4b..04bbab3c7aa8e 100644
--- a/src/storage/hummock_test/src/failpoint_tests.rs
+++ b/src/storage/hummock_test/src/failpoint_tests.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::HashSet;
 use std::ops::Bound;
 use std::sync::Arc;
 
@@ -139,8 +140,12 @@ async fn test_failpoints_state_store_read_upload() {
         risingwave_storage::store::SealCurrentEpochOptions::for_test(),
     );
 
+    let table_id = local.table_id();
     // sync epoch1 test the read_error
-    let res = hummock_storage.seal_and_sync_epoch(1).await.unwrap();
+    let res = hummock_storage
+        .seal_and_sync_epoch(1, HashSet::from([table_id]))
+        .await
+        .unwrap();
     meta_client.commit_epoch(1, res).await.unwrap();
     hummock_storage
         .try_wait_epoch(HummockReadEpoch::Committed(1))
@@ -208,11 +213,16 @@ async fn test_failpoints_state_store_read_upload() {
     // test the upload_error
     fail::cfg(mem_upload_err, "return").unwrap();
 
-    let result = hummock_storage.seal_and_sync_epoch(3).await;
+    let result = hummock_storage
+        .seal_and_sync_epoch(3, HashSet::from([table_id]))
+        .await;
     assert!(result.is_err());
     fail::remove(mem_upload_err);
 
-    let res = hummock_storage.seal_and_sync_epoch(3).await.unwrap();
+    let res = hummock_storage
+        .seal_and_sync_epoch(3, HashSet::from([table_id]))
+        .await
+        .unwrap();
     meta_client.commit_epoch(3, res).await.unwrap();
     hummock_storage
         .try_wait_epoch(HummockReadEpoch::Committed(3))
diff --git a/src/storage/hummock_test/src/hummock_storage_tests.rs b/src/storage/hummock_test/src/hummock_storage_tests.rs
index fc0fd6ae97b4f..4c4b036d99ea0 100644
--- a/src/storage/hummock_test/src/hummock_storage_tests.rs
+++ b/src/storage/hummock_test/src/hummock_storage_tests.rs
@@ -26,7 +26,6 @@ use risingwave_common::catalog::TableId;
 use risingwave_common::hash::VirtualNode;
 use risingwave_common::range::RangeBoundsExt;
 use risingwave_common::util::epoch::{test_epoch, EpochExt};
-use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
 use risingwave_hummock_sdk::key::{
     gen_key_from_bytes, prefixed_range_with_vnode, FullKey, TableKey, UserKey, TABLE_PREFIX_LEN,
 };
@@ -36,6 +35,7 @@ use risingwave_hummock_sdk::table_watermark::{
     TableWatermarksIndex, VnodeWatermark, WatermarkDirection,
 };
 use risingwave_hummock_sdk::{EpochWithGap, LocalSstableInfo};
+use risingwave_meta::hummock::test_utils::get_compaction_group_id_by_table_id;
 use risingwave_meta::hummock::{CommitEpochInfo, NewTableFragmentInfo};
 use risingwave_rpc_client::HummockMetaClient;
 use risingwave_storage::hummock::local_version::pinned_version::PinnedVersion;
@@ -557,7 +557,11 @@ async fn test_state_store_sync() {
         .start_epoch(epoch3, HashSet::from_iter([TEST_TABLE_ID]));
     hummock_storage.seal_current_epoch(epoch3, SealCurrentEpochOptions::for_test());
 
-    let res = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch1, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
     test_env
         .meta_client
         .commit_epoch(epoch1, res)
@@ -599,7 +603,11 @@ async fn test_state_store_sync() {
         }
     }
 
-    let res = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
     test_env
         .meta_client
         .commit_epoch(epoch2, res)
@@ -864,7 +872,11 @@ async fn test_delete_get() {
         .storage
         .start_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]));
     hummock_storage.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
-    let res = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch1, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
     test_env
         .meta_client
         .commit_epoch(epoch1, res)
@@ -886,7 +898,11 @@ async fn test_delete_get() {
         .await
         .unwrap();
     hummock_storage.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
-    let res = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
     test_env
         .meta_client
         .commit_epoch(epoch2, res)
@@ -952,10 +968,21 @@ async fn test_multiple_epoch_sync() {
         .unwrap();
 
     let epoch2 = epoch1.next_epoch();
+    hummock_storage.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
+    let sync_result1 = test_env
+        .storage
+        .seal_and_sync_epoch(epoch1, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
+    test_env
+        .meta_client
+        .commit_epoch(epoch1, sync_result1)
+        .await
+        .unwrap();
+
     test_env
         .storage
         .start_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]));
-    hummock_storage.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
     let batch2 = vec![(
         gen_key_from_str(VirtualNode::ZERO, "bb"),
         StorageValue::new_delete(),
@@ -1054,8 +1081,17 @@ async fn test_multiple_epoch_sync() {
         .storage
         .start_epoch(epoch4, HashSet::from_iter([TEST_TABLE_ID]));
     hummock_storage.seal_current_epoch(epoch4, SealCurrentEpochOptions::for_test());
-    let sync_result2 = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
-    let sync_result3 = test_env.storage.seal_and_sync_epoch(epoch3).await.unwrap();
+
+    let sync_result2 = test_env
+        .storage
+        .seal_and_sync_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
+    let sync_result3 = test_env
+        .storage
+        .seal_and_sync_epoch(epoch3, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
     test_get().await;
 
     test_env
@@ -1222,8 +1258,16 @@ async fn test_iter_with_min_epoch() {
     {
         // test after sync
 
-        let sync_result1 = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
-        let sync_result2 = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
+        let sync_result1 = test_env
+            .storage
+            .seal_and_sync_epoch(epoch1, HashSet::from_iter([TEST_TABLE_ID]))
+            .await
+            .unwrap();
+        let sync_result2 = test_env
+            .storage
+            .seal_and_sync_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]))
+            .await
+            .unwrap();
         test_env
             .meta_client
             .commit_epoch(epoch1, sync_result1)
@@ -1514,7 +1558,11 @@ async fn test_hummock_version_reader() {
         }
 
         {
-            let sync_result1 = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
+            let sync_result1 = test_env
+                .storage
+                .seal_and_sync_epoch(epoch1, HashSet::from_iter([TEST_TABLE_ID]))
+                .await
+                .unwrap();
             test_env
                 .meta_client
                 .commit_epoch(epoch1, sync_result1)
@@ -1522,7 +1570,11 @@ async fn test_hummock_version_reader() {
                 .unwrap();
             test_env.storage.try_wait_epoch_for_test(epoch1).await;
 
-            let sync_result2 = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
+            let sync_result2 = test_env
+                .storage
+                .seal_and_sync_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]))
+                .await
+                .unwrap();
             test_env
                 .meta_client
                 .commit_epoch(epoch2, sync_result2)
@@ -1530,7 +1582,11 @@ async fn test_hummock_version_reader() {
                 .unwrap();
             test_env.storage.try_wait_epoch_for_test(epoch2).await;
 
-            let sync_result3 = test_env.storage.seal_and_sync_epoch(epoch3).await.unwrap();
+            let sync_result3 = test_env
+                .storage
+                .seal_and_sync_epoch(epoch3, HashSet::from_iter([TEST_TABLE_ID]))
+                .await
+                .unwrap();
             test_env
                 .meta_client
                 .commit_epoch(epoch3, sync_result3)
@@ -1908,8 +1964,16 @@ async fn test_get_with_min_epoch() {
 
     // test after sync
 
-    let sync_result1 = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
-    let sync_result2 = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
+    let sync_result1 = test_env
+        .storage
+        .seal_and_sync_epoch(epoch1, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
+    let sync_result2 = test_env
+        .storage
+        .seal_and_sync_epoch(epoch2, HashSet::from_iter([TEST_TABLE_ID]))
+        .await
+        .unwrap();
     test_env
         .meta_client
         .commit_epoch(epoch1, sync_result1)
@@ -2148,6 +2212,19 @@ async fn test_table_watermark() {
         );
     }
 
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch1, HashSet::from([TEST_TABLE_ID]))
+        .await
+        .unwrap();
+
+    test_env
+        .meta_client
+        .commit_epoch(epoch1, res)
+        .await
+        .unwrap();
+    test_env.storage.try_wait_epoch_for_test(epoch1).await;
+
     // test read after seal with watermark1
     {
         for (local, vnode) in [(&local1, vnode1), (&local2, vnode2)] {
@@ -2251,6 +2328,19 @@ async fn test_table_watermark() {
         );
     }
 
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch2, HashSet::from([TEST_TABLE_ID]))
+        .await
+        .unwrap();
+
+    test_env
+        .meta_client
+        .commit_epoch(epoch2, res)
+        .await
+        .unwrap();
+    test_env.storage.try_wait_epoch_for_test(epoch2).await;
+
     let indexes_after_epoch2 = || gen_range().filter(|index| index % 3 == 0 || index % 3 == 1);
 
     let test_after_epoch2 = |local1: LocalHummockStorage, local2: LocalHummockStorage| async {
@@ -2350,9 +2440,6 @@ async fn test_table_watermark() {
         );
     };
 
-    test_env.commit_epoch(epoch1).await;
-    test_env.storage.try_wait_epoch_for_test(epoch1).await;
-
     let (local1, local2) = test_after_epoch2(local1, local2).await;
 
     let test_global_read = |storage: HummockStorage, epoch: u64| async move {
@@ -2373,7 +2460,6 @@ async fn test_table_watermark() {
                 if index < watermark1 {
                     assert!(value.is_none());
                 } else {
-                    println!("index {} vnode {}", index, vnode);
                     assert_eq!(value.unwrap(), gen_val(index));
                 }
             }
@@ -2439,9 +2525,6 @@ async fn test_table_watermark() {
 
     let (local1, local2) = test_after_epoch2(local1, local2).await;
 
-    test_env.commit_epoch(epoch2).await;
-    test_env.storage.try_wait_epoch_for_test(epoch2).await;
-
     test_global_read(test_env.storage.clone(), epoch2).await;
 
     check_version_table_watermark(test_env.storage.get_pinned_version());
@@ -2470,12 +2553,22 @@ async fn test_table_watermark() {
         );
     }
 
-    test_global_read(test_env.storage.clone(), epoch3).await;
+    let res = test_env
+        .storage
+        .seal_and_sync_epoch(epoch3, HashSet::from([TEST_TABLE_ID]))
+        .await
+        .unwrap();
+
+    test_env
+        .meta_client
+        .commit_epoch(epoch3, res)
+        .await
+        .unwrap();
 
     let (local1, local2) = test_after_epoch2(local1, local2).await;
 
-    test_env.commit_epoch(epoch3).await;
     test_env.storage.try_wait_epoch_for_test(epoch3).await;
+    test_global_read(test_env.storage.clone(), epoch3).await;
 
     check_version_table_watermark(test_env.storage.get_pinned_version());
 
@@ -2559,12 +2652,13 @@ async fn test_commit_multi_epoch() {
     )
     .await;
 
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(test_env.manager.clone(), existing_table_id.table_id())
+            .await;
+
     let old_cg_id_set: HashSet<_> = {
         let version = test_env.manager.get_current_version().await;
-        let cg = version
-            .levels
-            .get(&(StaticCompactionGroupId::StateDefault as _))
-            .unwrap();
+        let cg = version.levels.get(&(compaction_group_id)).unwrap();
         let sub_levels = &cg.l0.sub_levels;
         assert_eq!(sub_levels.len(), 1);
         let sub_level = &sub_levels[0];
@@ -2580,10 +2674,7 @@ async fn test_commit_multi_epoch() {
             .get(&existing_table_id)
             .unwrap();
         assert_eq!(epoch1, info.committed_epoch);
-        assert_eq!(
-            StaticCompactionGroupId::StateDefault as u64,
-            info.compaction_group_id
-        );
+        assert_eq!(compaction_group_id, info.compaction_group_id);
 
         version.levels.keys().cloned().collect()
     };
@@ -2610,10 +2701,7 @@ async fn test_commit_multi_epoch() {
 
     {
         let version = test_env.manager.get_current_version().await;
-        let cg = version
-            .levels
-            .get(&(StaticCompactionGroupId::StateDefault as _))
-            .unwrap();
+        let cg = version.levels.get(&(compaction_group_id)).unwrap();
         let sub_levels = &cg.l0.sub_levels;
         assert_eq!(sub_levels.len(), 2);
         let sub_level = &sub_levels[0];
@@ -2633,10 +2721,7 @@ async fn test_commit_multi_epoch() {
             .get(&existing_table_id)
             .unwrap();
         assert_eq!(epoch2, info.committed_epoch);
-        assert_eq!(
-            StaticCompactionGroupId::StateDefault as u64,
-            info.compaction_group_id
-        );
+        assert_eq!(compaction_group_id, info.compaction_group_id);
     };
 
     let new_table_id = TableId::new(2);
@@ -2747,10 +2832,7 @@ async fn test_commit_multi_epoch() {
 
     {
         let version = test_env.manager.get_current_version().await;
-        let old_cg = version
-            .levels
-            .get(&(StaticCompactionGroupId::StateDefault as _))
-            .unwrap();
+        let old_cg = version.levels.get(&(compaction_group_id)).unwrap();
         let sub_levels = &old_cg.l0.sub_levels;
         assert_eq!(sub_levels.len(), 3);
         let sub_level1 = &sub_levels[0];
diff --git a/src/storage/hummock_test/src/snapshot_tests.rs b/src/storage/hummock_test/src/snapshot_tests.rs
index bde3c046ed6ca..83aa2f7a9cfee 100644
--- a/src/storage/hummock_test/src/snapshot_tests.rs
+++ b/src/storage/hummock_test/src/snapshot_tests.rs
@@ -113,6 +113,7 @@ async fn test_snapshot_inner(
         .new_local(NewLocalOptions::for_test(Default::default()))
         .await;
 
+    let table_id = local.table_id();
     let epoch1 = test_epoch(1);
     hummock_storage.start_epoch(epoch1, HashSet::from_iter([Default::default()]));
     local.init_for_test(epoch1).await.unwrap();
@@ -139,7 +140,10 @@ async fn test_snapshot_inner(
     hummock_storage.start_epoch(epoch2, HashSet::from_iter([Default::default()]));
     local.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
     if enable_sync {
-        let res = hummock_storage.seal_and_sync_epoch(epoch1).await.unwrap();
+        let res = hummock_storage
+            .seal_and_sync_epoch(epoch1, HashSet::from([table_id]))
+            .await
+            .unwrap();
         if enable_commit {
             mock_hummock_meta_client
                 .commit_epoch(epoch1, res)
@@ -180,7 +184,10 @@ async fn test_snapshot_inner(
     hummock_storage.start_epoch(epoch3, HashSet::from_iter([Default::default()]));
     local.seal_current_epoch(epoch3, SealCurrentEpochOptions::for_test());
     if enable_sync {
-        let res = hummock_storage.seal_and_sync_epoch(epoch2).await.unwrap();
+        let res = hummock_storage
+            .seal_and_sync_epoch(epoch2, HashSet::from([table_id]))
+            .await
+            .unwrap();
         if enable_commit {
             mock_hummock_meta_client
                 .commit_epoch(epoch2, res)
@@ -220,7 +227,10 @@ async fn test_snapshot_inner(
         .unwrap();
     local.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
     if enable_sync {
-        let res = hummock_storage.seal_and_sync_epoch(epoch3).await.unwrap();
+        let res = hummock_storage
+            .seal_and_sync_epoch(epoch3, HashSet::from([table_id]))
+            .await
+            .unwrap();
         if enable_commit {
             mock_hummock_meta_client
                 .commit_epoch(epoch3, res)
@@ -250,6 +260,8 @@ async fn test_snapshot_range_scan_inner(
     hummock_storage.start_epoch(epoch, HashSet::from_iter([Default::default()]));
     local.init_for_test(epoch).await.unwrap();
 
+    let table_id = local.table_id();
+
     local
         .ingest_batch(
             vec![
@@ -270,16 +282,16 @@ async fn test_snapshot_range_scan_inner(
                     StorageValue::new_put("test"),
                 ),
             ],
-            WriteOptions {
-                epoch,
-                table_id: Default::default(),
-            },
+            WriteOptions { epoch, table_id },
         )
         .await
         .unwrap();
     local.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
     if enable_sync {
-        let res = hummock_storage.seal_and_sync_epoch(epoch).await.unwrap();
+        let res = hummock_storage
+            .seal_and_sync_epoch(epoch, HashSet::from([table_id]))
+            .await
+            .unwrap();
         if enable_commit {
             mock_hummock_meta_client
                 .commit_epoch(epoch, res)
diff --git a/src/storage/hummock_test/src/state_store_tests.rs b/src/storage/hummock_test/src/state_store_tests.rs
index 67da2150735af..b606ea9a65e98 100644
--- a/src/storage/hummock_test/src/state_store_tests.rs
+++ b/src/storage/hummock_test/src/state_store_tests.rs
@@ -130,6 +130,7 @@ async fn test_basic_v2() {
     let mut local = hummock_storage
         .new_local(NewLocalOptions::for_test(TableId::default()))
         .await;
+    let table_id = local.table_id();
 
     // epoch 0 is reserved by storage service
     let epoch1 = test_epoch(1);
@@ -142,7 +143,7 @@ async fn test_basic_v2() {
             vec![],
             WriteOptions {
                 epoch: epoch1,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
@@ -156,7 +157,7 @@ async fn test_basic_v2() {
             batch1,
             WriteOptions {
                 epoch: epoch1,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
@@ -214,7 +215,7 @@ async fn test_basic_v2() {
             batch2,
             WriteOptions {
                 epoch: epoch2,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
@@ -246,7 +247,7 @@ async fn test_basic_v2() {
             batch3,
             WriteOptions {
                 epoch: epoch3,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
@@ -375,7 +376,10 @@ async fn test_basic_v2() {
         .unwrap();
     let len = count_stream(iter).await;
     assert_eq!(len, 4);
-    let res = hummock_storage.seal_and_sync_epoch(epoch1).await.unwrap();
+    let res = hummock_storage
+        .seal_and_sync_epoch(epoch1, HashSet::from([table_id]))
+        .await
+        .unwrap();
     meta_client.commit_epoch(epoch1, res).await.unwrap();
     hummock_storage
         .try_wait_epoch(HummockReadEpoch::Committed(epoch1))
@@ -435,16 +439,11 @@ async fn test_state_store_sync_v2() {
     let mut local = hummock_storage
         .new_local(NewLocalOptions::for_test(Default::default()))
         .await;
+    let table_id = local.table_id();
     hummock_storage.start_epoch(epoch, HashSet::from_iter([Default::default()]));
     local.init_for_test(epoch).await.unwrap();
     local
-        .ingest_batch(
-            batch1,
-            WriteOptions {
-                epoch,
-                table_id: Default::default(),
-            },
-        )
+        .ingest_batch(batch1, WriteOptions { epoch, table_id })
         .await
         .unwrap();
 
@@ -465,13 +464,7 @@ async fn test_state_store_sync_v2() {
     ];
     batch2.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
     local
-        .ingest_batch(
-            batch2,
-            WriteOptions {
-                epoch,
-                table_id: Default::default(),
-            },
-        )
+        .ingest_batch(batch2, WriteOptions { epoch, table_id })
         .await
         .unwrap();
 
@@ -495,13 +488,7 @@ async fn test_state_store_sync_v2() {
     )];
     batch3.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
     local
-        .ingest_batch(
-            batch3,
-            WriteOptions {
-                epoch,
-                table_id: Default::default(),
-            },
-        )
+        .ingest_batch(batch3, WriteOptions { epoch, table_id })
         .await
         .unwrap();
 
@@ -517,10 +504,13 @@ async fn test_state_store_sync_v2() {
 
     // trigger a sync
     hummock_storage
-        .seal_and_sync_epoch(epoch.prev_epoch())
+        .seal_and_sync_epoch(epoch.prev_epoch(), HashSet::from([table_id]))
+        .await
+        .unwrap();
+    hummock_storage
+        .seal_and_sync_epoch(epoch, HashSet::from([table_id]))
         .await
         .unwrap();
-    hummock_storage.seal_and_sync_epoch(epoch).await.unwrap();
 
     // TODO: Uncomment the following lines after flushed sstable can be accessed.
     // FYI: https://github.com/risingwavelabs/risingwave/pull/1928#discussion_r852698719
@@ -1041,22 +1031,26 @@ async fn test_delete_get_v2() {
     let mut local = hummock_storage
         .new_local(NewLocalOptions::for_test(Default::default()))
         .await;
+    let table_id = local.table_id();
     local.init_for_test(epoch1).await.unwrap();
     local
         .ingest_batch(
             batch1,
             WriteOptions {
                 epoch: epoch1,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
         .unwrap();
     let epoch2 = epoch1.next_epoch();
-    hummock_storage.start_epoch(epoch2, HashSet::from_iter([Default::default()]));
+    hummock_storage.start_epoch(epoch2, HashSet::from_iter([table_id]));
 
     local.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
-    let res = hummock_storage.seal_and_sync_epoch(epoch1).await.unwrap();
+    let res = hummock_storage
+        .seal_and_sync_epoch(epoch1, HashSet::from([table_id]))
+        .await
+        .unwrap();
     meta_client.commit_epoch(epoch1, res).await.unwrap();
 
     let batch2 = vec![(
@@ -1068,13 +1062,16 @@ async fn test_delete_get_v2() {
             batch2,
             WriteOptions {
                 epoch: epoch2,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
         .unwrap();
     local.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
-    let res = hummock_storage.seal_and_sync_epoch(epoch2).await.unwrap();
+    let res = hummock_storage
+        .seal_and_sync_epoch(epoch2, HashSet::from([table_id]))
+        .await
+        .unwrap();
     meta_client.commit_epoch(epoch2, res).await.unwrap();
     hummock_storage
         .try_wait_epoch(HummockReadEpoch::Committed(epoch2))
@@ -1114,22 +1111,29 @@ async fn test_multiple_epoch_sync_v2() {
     let mut local = hummock_storage
         .new_local(NewLocalOptions::for_test(TableId::default()))
         .await;
-    hummock_storage.start_epoch(epoch1, HashSet::from_iter([Default::default()]));
+    let table_id = local.table_id();
+    hummock_storage.start_epoch(epoch1, HashSet::from_iter([table_id]));
     local.init_for_test(epoch1).await.unwrap();
     local
         .ingest_batch(
             batch1,
             WriteOptions {
                 epoch: epoch1,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
         .unwrap();
 
     let epoch2 = epoch1.next_epoch();
-    hummock_storage.start_epoch(epoch2, HashSet::from_iter([Default::default()]));
+    hummock_storage.start_epoch(epoch2, HashSet::from_iter([table_id]));
     local.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
+    let res = hummock_storage
+        .seal_and_sync_epoch(epoch1, HashSet::from_iter([table_id]))
+        .await
+        .unwrap();
+    meta_client.commit_epoch(epoch1, res).await.unwrap();
+
     let batch2 = vec![(
         gen_key_from_str(VirtualNode::ZERO, "bb"),
         StorageValue::new_delete(),
@@ -1139,7 +1143,7 @@ async fn test_multiple_epoch_sync_v2() {
             batch2,
             WriteOptions {
                 epoch: epoch2,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
@@ -1163,7 +1167,7 @@ async fn test_multiple_epoch_sync_v2() {
             batch3,
             WriteOptions {
                 epoch: epoch3,
-                table_id: Default::default(),
+                table_id,
             },
         )
         .await
@@ -1217,8 +1221,14 @@ async fn test_multiple_epoch_sync_v2() {
         }
     };
     test_get().await;
-    let sync_result2 = hummock_storage.seal_and_sync_epoch(epoch2).await.unwrap();
-    let sync_result3 = hummock_storage.seal_and_sync_epoch(epoch3).await.unwrap();
+    let sync_result2 = hummock_storage
+        .seal_and_sync_epoch(epoch2, HashSet::from([table_id]))
+        .await
+        .unwrap();
+    let sync_result3 = hummock_storage
+        .seal_and_sync_epoch(epoch3, HashSet::from([table_id]))
+        .await
+        .unwrap();
     test_get().await;
 
     meta_client
@@ -1251,6 +1261,7 @@ async fn test_gc_watermark_and_clear_shared_buffer() {
     let mut local_hummock_storage = hummock_storage
         .new_local(NewLocalOptions::for_test(Default::default()))
         .await;
+    let table_id = local_hummock_storage.table_id();
 
     let initial_epoch = hummock_storage.get_pinned_version().max_committed_epoch();
     let epoch1 = initial_epoch.next_epoch();
@@ -1305,7 +1316,10 @@ async fn test_gc_watermark_and_clear_shared_buffer() {
             .unwrap()
     };
     local_hummock_storage.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
-    let sync_result1 = hummock_storage.seal_and_sync_epoch(epoch1).await.unwrap();
+    let sync_result1 = hummock_storage
+        .seal_and_sync_epoch(epoch1, HashSet::from([table_id]))
+        .await
+        .unwrap();
     let min_object_id_epoch1 = min_object_id(&sync_result1);
     assert_eq!(
         hummock_storage
@@ -1313,7 +1327,10 @@ async fn test_gc_watermark_and_clear_shared_buffer() {
             .global_watermark_object_id(),
         min_object_id_epoch1,
     );
-    let sync_result2 = hummock_storage.seal_and_sync_epoch(epoch2).await.unwrap();
+    let sync_result2 = hummock_storage
+        .seal_and_sync_epoch(epoch2, HashSet::from([table_id]))
+        .await
+        .unwrap();
     let min_object_id_epoch2 = min_object_id(&sync_result2);
     assert_eq!(
         hummock_storage
@@ -1434,13 +1451,13 @@ async fn test_replicated_local_hummock_storage() {
             [
                 Ok(
                     (
-                        FullKey { UserKey { 233, TableKey { 000061616161 } }, epoch: 65536, epoch_with_gap: 65536, spill_offset: 0},
+                        FullKey { UserKey { 233, TableKey { 000061616161 } }, epoch: 65536, epoch_with_gap: 65536, spill_offset: 0} table_id 233 vnode 0,
                         b"1111",
                     ),
                 ),
                 Ok(
                     (
-                        FullKey { UserKey { 233, TableKey { 000062626262 } }, epoch: 65536, epoch_with_gap: 65536, spill_offset: 0},
+                        FullKey { UserKey { 233, TableKey { 000062626262 } }, epoch: 65536, epoch_with_gap: 65536, spill_offset: 0} table_id 233 vnode 0,
                         b"2222",
                     ),
                 ),
@@ -1502,13 +1519,13 @@ async fn test_replicated_local_hummock_storage() {
             [
                 Ok(
                     (
-                        FullKey { UserKey { 233, TableKey { 000063636363 } }, epoch: 131072, epoch_with_gap: 131072, spill_offset: 0},
+                        FullKey { UserKey { 233, TableKey { 000063636363 } }, epoch: 131072, epoch_with_gap: 131072, spill_offset: 0} table_id 233 vnode 0,
                         b"3333",
                     ),
                 ),
                 Ok(
                     (
-                        FullKey { UserKey { 233, TableKey { 000064646464 } }, epoch: 131072, epoch_with_gap: 131072, spill_offset: 0},
+                        FullKey { UserKey { 233, TableKey { 000064646464 } }, epoch: 131072, epoch_with_gap: 131072, spill_offset: 0} table_id 233 vnode 0,
                         b"4444",
                     ),
                 ),
@@ -1582,11 +1599,16 @@ async fn test_iter_log() {
             vnodes: Bitmap::ones(VirtualNode::COUNT_FOR_TEST).into(),
         })
         .await;
+
+    let table_id = hummock_local.table_id();
     // flush for about 10 times per epoch
     apply_test_log_data(test_log_data.clone(), &mut hummock_local, 0.001).await;
 
     for (epoch, _) in &test_log_data {
-        let res = hummock_storage.seal_and_sync_epoch(*epoch).await.unwrap();
+        let res = hummock_storage
+            .seal_and_sync_epoch(*epoch, HashSet::from([table_id]))
+            .await
+            .unwrap();
         if *epoch != test_log_data[0].0 {
             assert!(!res.old_value_ssts.is_empty());
         }
diff --git a/src/storage/hummock_test/src/sync_point_tests.rs b/src/storage/hummock_test/src/sync_point_tests.rs
index 008c667ccedf5..91b6dd0699428 100644
--- a/src/storage/hummock_test/src/sync_point_tests.rs
+++ b/src/storage/hummock_test/src/sync_point_tests.rs
@@ -241,7 +241,6 @@ async fn test_syncpoints_get_in_delete_range_boundary() {
     let storage = get_hummock_storage(
         hummock_meta_client.clone(),
         get_notification_client_for_test(env, hummock_manager_ref.clone(), worker_node.clone()),
-        &hummock_manager_ref,
         &[existing_table_id],
     )
     .await;
@@ -302,7 +301,8 @@ async fn test_syncpoints_get_in_delete_range_boundary() {
         test_epoch(101),
         risingwave_storage::store::SealCurrentEpochOptions::for_test(),
     );
-    flush_and_commit(&hummock_meta_client, &storage, test_epoch(100)).await;
+    let table_id = local.table_id();
+    flush_and_commit(&hummock_meta_client, &storage, test_epoch(100), table_id).await;
     compact_once(
         hummock_manager_ref.clone(),
         compact_ctx.clone(),
@@ -337,7 +337,7 @@ async fn test_syncpoints_get_in_delete_range_boundary() {
         test_epoch(102),
         risingwave_storage::store::SealCurrentEpochOptions::for_test(),
     );
-    flush_and_commit(&hummock_meta_client, &storage, test_epoch(101)).await;
+    flush_and_commit(&hummock_meta_client, &storage, test_epoch(101), table_id).await;
     compact_once(
         hummock_manager_ref.clone(),
         compact_ctx.clone(),
@@ -372,7 +372,7 @@ async fn test_syncpoints_get_in_delete_range_boundary() {
         test_epoch(103),
         risingwave_storage::store::SealCurrentEpochOptions::for_test(),
     );
-    flush_and_commit(&hummock_meta_client, &storage, test_epoch(102)).await;
+    flush_and_commit(&hummock_meta_client, &storage, test_epoch(102), table_id).await;
     // move this two file to the same level.
     compact_once(
         hummock_manager_ref.clone(),
@@ -401,7 +401,7 @@ async fn test_syncpoints_get_in_delete_range_boundary() {
         u64::MAX,
         risingwave_storage::store::SealCurrentEpochOptions::for_test(),
     );
-    flush_and_commit(&hummock_meta_client, &storage, test_epoch(103)).await;
+    flush_and_commit(&hummock_meta_client, &storage, test_epoch(103), table_id).await;
     // move this two file to the same level.
     compact_once(
         hummock_manager_ref.clone(),
diff --git a/src/storage/hummock_test/src/test_utils.rs b/src/storage/hummock_test/src/test_utils.rs
index bf5c4a8dd8d8c..de34a78c34c30 100644
--- a/src/storage/hummock_test/src/test_utils.rs
+++ b/src/storage/hummock_test/src/test_utils.rs
@@ -133,12 +133,10 @@ pub async fn with_hummock_storage_v2(
     .await
     .unwrap();
 
-    register_tables_with_id_for_test(
+    update_filter_key_extractor_for_table_ids(
         hummock_storage.filter_key_extractor_manager(),
-        &hummock_manager_ref,
-        &[table_id.table_id()],
-    )
-    .await;
+        &[table_id.into()],
+    );
 
     (hummock_storage, meta_client)
 }
@@ -161,20 +159,6 @@ pub fn update_filter_key_extractor_for_table_ids(
     }
 }
 
-pub async fn register_tables_with_id_for_test(
-    filter_key_extractor_manager: &FilterKeyExtractorManager,
-    hummock_manager_ref: &HummockManagerRef,
-    table_ids: &[u32],
-) {
-    update_filter_key_extractor_for_table_ids(filter_key_extractor_manager, table_ids);
-    register_table_ids_to_compaction_group(
-        hummock_manager_ref,
-        table_ids,
-        StaticCompactionGroupId::StateDefault.into(),
-    )
-    .await;
-}
-
 pub fn update_filter_key_extractor_for_tables(
     filter_key_extractor_manager: &FilterKeyExtractorManager,
     tables: &[PbTable],
@@ -221,12 +205,10 @@ impl HummockTestEnv {
     }
 
     pub async fn register_table_id(&self, table_id: TableId) {
-        register_tables_with_id_for_test(
+        update_filter_key_extractor_for_table_ids(
             self.storage.filter_key_extractor_manager(),
-            &self.manager,
-            &[table_id.table_id()],
-        )
-        .await;
+            &[table_id.into()],
+        );
         self.wait_version_sync().await;
     }
 
@@ -243,7 +225,20 @@ impl HummockTestEnv {
     // Seal, sync and commit a epoch.
     // On completion of this function call, the provided epoch should be committed and visible.
     pub async fn commit_epoch(&self, epoch: u64) {
-        let res = self.storage.seal_and_sync_epoch(epoch).await.unwrap();
+        let table_ids = self
+            .manager
+            .get_current_version()
+            .await
+            .state_table_info
+            .info()
+            .keys()
+            .cloned()
+            .collect();
+        let res = self
+            .storage
+            .seal_and_sync_epoch(epoch, table_ids)
+            .await
+            .unwrap();
         self.meta_client.commit_epoch(epoch, res).await.unwrap();
 
         self.storage.try_wait_epoch_for_test(epoch).await;
diff --git a/src/storage/src/hummock/compactor/iterator.rs b/src/storage/src/hummock/compactor/iterator.rs
index c53f945af2c50..4aeeda45d5358 100644
--- a/src/storage/src/hummock/compactor/iterator.rs
+++ b/src/storage/src/hummock/compactor/iterator.rs
@@ -724,6 +724,7 @@ mod tests {
     use std::collections::HashSet;
 
     use risingwave_common::catalog::TableId;
+    use risingwave_hummock_sdk::compaction_group::group_split;
     use risingwave_hummock_sdk::key::{next_full_key, prev_full_key, FullKey, FullKeyTracker};
     use risingwave_hummock_sdk::key_range::KeyRange;
 
@@ -1200,13 +1201,17 @@ mod tests {
         let split_key = test_key_of(5000).encode();
 
         let mut sst_1 = table_info.clone();
-        sst_1.key_range.right = split_key.clone().into();
-        sst_1.key_range.right_exclusive = true;
-
         let total_key_count = sst_1.total_key_count;
-        let mut sst_2 = table_info.clone();
-        sst_2.sst_id = sst_1.sst_id + 1;
-        sst_2.key_range.left = split_key.clone().into();
+
+        let mut new_sst_id = 100;
+        let sst_2 = group_split::split_sst(
+            &mut sst_1,
+            &mut new_sst_id,
+            split_key.clone().into(),
+            table_info.file_size / 2,
+            table_info.file_size / 2,
+        );
+        sst_1.table_ids.push(0);
 
         {
             // test concate
diff --git a/src/storage/src/hummock/compactor/mod.rs b/src/storage/src/hummock/compactor/mod.rs
index 12e009bb60cb2..b3485ddec1c53 100644
--- a/src/storage/src/hummock/compactor/mod.rs
+++ b/src/storage/src/hummock/compactor/mod.rs
@@ -30,7 +30,7 @@ use tonic::Request;
 pub mod compactor_runner;
 mod context;
 pub mod fast_compactor_runner;
-mod iterator;
+pub mod iterator;
 mod shared_buffer_compact;
 pub(super) mod task_progress;
 
diff --git a/src/storage/src/hummock/store/hummock_storage.rs b/src/storage/src/hummock/store/hummock_storage.rs
index 82b98c5f4fb39..a4323ef1c1852 100644
--- a/src/storage/src/hummock/store/hummock_storage.rs
+++ b/src/storage/src/hummock/store/hummock_storage.rs
@@ -653,16 +653,8 @@ impl HummockStorage {
     pub async fn seal_and_sync_epoch(
         &self,
         epoch: u64,
+        table_ids: HashSet<TableId>,
     ) -> StorageResult<risingwave_hummock_sdk::SyncResult> {
-        let table_ids = self
-            .pinned_version
-            .load()
-            .version()
-            .state_table_info
-            .info()
-            .keys()
-            .cloned()
-            .collect();
         self.sync(epoch, table_ids).await
     }
 
diff --git a/src/stream/src/common/log_store_impl/kv_log_store/mod.rs b/src/stream/src/common/log_store_impl/kv_log_store/mod.rs
index f4e62e429effa..2580de78c3333 100644
--- a/src/stream/src/common/log_store_impl/kv_log_store/mod.rs
+++ b/src/stream/src/common/log_store_impl/kv_log_store/mod.rs
@@ -485,7 +485,7 @@ mod tests {
         let test_env = prepare_hummock_test_env().await;
 
         let table = gen_test_log_store_table(pk_info);
-
+        let table_id = TableId::new(table.id);
         test_env.register_table(table.clone()).await;
 
         let stream_chunk1 = gen_stream_chunk(0);
@@ -511,7 +511,7 @@ mod tests {
             .next_epoch();
         test_env
             .storage
-            .start_epoch(epoch1, HashSet::from_iter([TableId::new(table.id)]));
+            .start_epoch(epoch1, HashSet::from_iter([table_id]));
         writer
             .init(EpochPair::new_test_epoch(epoch1), false)
             .await
@@ -520,13 +520,17 @@ mod tests {
         let epoch2 = epoch1.next_epoch();
         test_env
             .storage
-            .start_epoch(epoch2, HashSet::from_iter([TableId::new(table.id)]));
+            .start_epoch(epoch2, HashSet::from_iter([table_id]));
         writer.flush_current_epoch(epoch2, false).await.unwrap();
         writer.write_chunk(stream_chunk2.clone()).await.unwrap();
         let epoch3 = epoch2.next_epoch();
         writer.flush_current_epoch(epoch3, true).await.unwrap();
 
-        let sync_result = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
+        let sync_result = test_env
+            .storage
+            .seal_and_sync_epoch(epoch2, HashSet::from([table_id]))
+            .await
+            .unwrap();
         assert!(!sync_result.uncommitted_ssts.is_empty());
 
         reader.init().await.unwrap();
diff --git a/src/tests/compaction_test/src/delete_range_runner.rs b/src/tests/compaction_test/src/delete_range_runner.rs
index 13df85bf25d97..8275f5d967d0b 100644
--- a/src/tests/compaction_test/src/delete_range_runner.rs
+++ b/src/tests/compaction_test/src/delete_range_runner.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::HashSet;
 use std::future::Future;
 use std::ops::{Bound, RangeBounds};
 use std::pin::{pin, Pin};
@@ -316,7 +317,8 @@ async fn run_compare_result(
     let init_epoch = test_epoch(hummock.get_pinned_version().max_committed_epoch() + 1);
 
     let mut normal = NormalState::new(hummock, 1, init_epoch).await;
-    let mut delete_range = DeleteRangeState::new(hummock, 2, init_epoch).await;
+    let table_id = 2;
+    let mut delete_range = DeleteRangeState::new(hummock, table_id, init_epoch).await;
     const RANGE_BASE: u64 = 4000;
     let range_mod = test_range / RANGE_BASE;
 
@@ -381,7 +383,10 @@ async fn run_compare_result(
         normal.commit(next_epoch).await?;
         delete_range.commit(next_epoch).await?;
         // let checkpoint = epoch % 10 == 0;
-        let ret = hummock.seal_and_sync_epoch(epoch).await.unwrap();
+        let ret = hummock
+            .seal_and_sync_epoch(epoch, HashSet::from([TableId::from(table_id)]))
+            .await
+            .unwrap();
         meta_client
             .commit_epoch(epoch, ret)
             .await