diff --git a/datasets/google_cloud_release_notes/pipelines/release_notes/pipeline.yaml b/datasets/google_cloud_release_notes/pipelines/release_notes/pipeline.yaml
index e241c445e..a59e95c02 100644
--- a/datasets/google_cloud_release_notes/pipelines/release_notes/pipeline.yaml
+++ b/datasets/google_cloud_release_notes/pipelines/release_notes/pipeline.yaml
@@ -32,13 +32,31 @@ dag:
     default_view: graph
 
   tasks:
-    - operator: "KubernetesPodOperator"
+    - operator: "GKECreateClusterOperator"
+      args:
+        task_id: "create_cluster"
+        project_id: "{{ var.value.gcp_project }}"
+        location: "us-central1-c"
+        body:
+          name: pdp-google-cloud-release-notes
+          initial_node_count: 2
+          network: "{{ var.value.vpc_network }}"
+          node_config:
+            machine_type: e2-standard-16
+            oauth_scopes:
+              - https://www.googleapis.com/auth/devstorage.read_write
+              - https://www.googleapis.com/auth/cloud-platform
+
+    - operator: "GKEStartPodOperator"
       description: "Copy GCP release notes dataset"
       args:
         task_id: "copy_bq_dataset"
+        startup_timeout_seconds: 1000
         name: "copy_bq_dataset"
-        namespace: "composer"
-        service_account_name: "datasets"
+        namespace: "default"
+        project_id: "{{ var.value.gcp_project }}"
+        location: "us-central1-c"
+        cluster_name: pdp-google-cloud-release-notes
         image_pull_policy: "Always"
         image: "{{ var.json.google_cloud_release_notes.container_registry.copy_bq_dataset }}"
         env_vars:
@@ -47,9 +65,20 @@ dag:
           TARGET_PROJECT_ID: "{{ var.value.gcp_project }}"
           TARGET_BQ_DATASET: google_cloud_release_notes
           SERVICE_ACCOUNT: "{{ var.json.google_cloud_release_notes.service_account }}"
-        resources:
-          request_memory: "128M"
-          request_cpu: "200m"
+        container_resources:
+          memory:
+            request: "32Gi"
+          cpu:
+            request: "2"
+          ephemeral-storage:
+            request: "10Gi"
+
+    - operator: "GKEDeleteClusterOperator"
+      args:
+        task_id: "delete_cluster"
+        project_id: "{{ var.value.gcp_project }}"
+        location: "us-central1-c"
+        name: pdp-google-cloud-release-notes
 
   graph_paths:
-    - "copy_bq_dataset"
+    - "create_cluster >> copy_bq_dataset >> delete_cluster"
diff --git a/datasets/google_cloud_release_notes/pipelines/release_notes/release_notes_dag.py b/datasets/google_cloud_release_notes/pipelines/release_notes/release_notes_dag.py
index 9f9a37d33..430a18f61 100644
--- a/datasets/google_cloud_release_notes/pipelines/release_notes/release_notes_dag.py
+++ b/datasets/google_cloud_release_notes/pipelines/release_notes/release_notes_dag.py
@@ -14,7 +14,7 @@
 
 
 from airflow import DAG
-from airflow.providers.cncf.kubernetes.operators import kubernetes_pod
+from airflow.providers.google.cloud.operators import kubernetes_engine
 
 default_args = {
     "owner": "Google",
@@ -31,13 +31,33 @@
     catchup=False,
     default_view="graph",
 ) as dag:
+    create_cluster = kubernetes_engine.GKECreateClusterOperator(
+        task_id="create_cluster",
+        project_id="{{ var.value.gcp_project }}",
+        location="us-central1-c",
+        body={
+            "name": "pdp-google-cloud-release-notes",
+            "initial_node_count": 2,
+            "network": "{{ var.value.vpc_network }}",
+            "node_config": {
+                "machine_type": "e2-standard-16",
+                "oauth_scopes": [
+                    "https://www.googleapis.com/auth/devstorage.read_write",
+                    "https://www.googleapis.com/auth/cloud-platform",
+                ],
+            },
+        },
+    )
 
     # Copy GCP release notes dataset
-    copy_bq_dataset = kubernetes_pod.KubernetesPodOperator(
+    copy_bq_dataset = kubernetes_engine.GKEStartPodOperator(
         task_id="copy_bq_dataset",
+        startup_timeout_seconds=1000,
         name="copy_bq_dataset",
-        namespace="composer",
-        service_account_name="datasets",
+        namespace="default",
+        project_id="{{ var.value.gcp_project }}",
+        location="us-central1-c",
+        cluster_name="pdp-google-cloud-release-notes",
         image_pull_policy="Always",
         image="{{ var.json.google_cloud_release_notes.container_registry.copy_bq_dataset }}",
         env_vars={
@@ -47,7 +67,17 @@
             "TARGET_BQ_DATASET": "google_cloud_release_notes",
             "SERVICE_ACCOUNT": "{{ var.json.google_cloud_release_notes.service_account }}",
         },
-        resources={"request_memory": "128M", "request_cpu": "200m"},
+        container_resources={
+            "memory": {"request": "32Gi"},
+            "cpu": {"request": "2"},
+            "ephemeral-storage": {"request": "10Gi"},
+        },
+    )
+    delete_cluster = kubernetes_engine.GKEDeleteClusterOperator(
+        task_id="delete_cluster",
+        project_id="{{ var.value.gcp_project }}",
+        location="us-central1-c",
+        name="pdp-google-cloud-release-notes",
     )
 
-    copy_bq_dataset
+    create_cluster >> copy_bq_dataset >> delete_cluster