diff --git a/bootstrap/bootstrap-api/src/main/java/com/alipay/sofa/rpc/bootstrap/DefaultConsumerBootstrap.java b/bootstrap/bootstrap-api/src/main/java/com/alipay/sofa/rpc/bootstrap/DefaultConsumerBootstrap.java
index 0c4bfc4af..aa1dc4386 100644
--- a/bootstrap/bootstrap-api/src/main/java/com/alipay/sofa/rpc/bootstrap/DefaultConsumerBootstrap.java
+++ b/bootstrap/bootstrap-api/src/main/java/com/alipay/sofa/rpc/bootstrap/DefaultConsumerBootstrap.java
@@ -20,6 +20,7 @@
 import com.alipay.sofa.rpc.client.Cluster;
 import com.alipay.sofa.rpc.client.ClusterFactory;
 import com.alipay.sofa.rpc.client.ProviderGroup;
+import com.alipay.sofa.rpc.common.RpcConstants;
 import com.alipay.sofa.rpc.common.SofaConfigs;
 import com.alipay.sofa.rpc.common.SofaOptions;
 import com.alipay.sofa.rpc.common.utils.CommonUtils;
@@ -53,6 +54,7 @@
 import java.util.concurrent.atomic.AtomicInteger;
 
 import static com.alipay.sofa.rpc.common.RpcConstants.REGISTRY_PROTOCOL_DOMAIN;
+import static com.alipay.sofa.common.config.SofaConfigs.getOrDefault;
 
 /**
  * Default consumer bootstrap.
@@ -96,6 +98,11 @@ protected DefaultConsumerBootstrap(ConsumerConfig<T> consumerConfig) {
      */
     protected transient volatile CountDownLatch                 respondRegistries;
 
+    /**
+     * 配置监听器
+     */
+    protected transient volatile ConfigListener configListener;
+
     /**
      * 发布的调用者配置（含计数器）
      */
@@ -145,7 +152,8 @@ public T refer() {
                 // build cluster
                 cluster = ClusterFactory.getCluster(this);
                 // build listeners
-                consumerConfig.setConfigListener(buildConfigListener(this));
+                configListener = buildConfigListener(this);
+                consumerConfig.setConfigListener(configListener);
                 consumerConfig.setProviderInfoListener(buildProviderInfoListener(this));
                 // init cluster
                 cluster.init();
@@ -155,26 +163,17 @@ public T refer() {
                 proxyIns = (T) ProxyFactory.buildProxy(consumerConfig.getProxy(), consumerConfig.getProxyClass(),
                     proxyInvoker);
 
-                //启用请求级别动态配置
+                //请求级别动态配置参数
                 final String dynamicAlias = consumerConfig.getParameter(DynamicConfigKeys.DYNAMIC_ALIAS);
-                if (StringUtils.isNotBlank(dynamicAlias)) {
-                    final DynamicConfigManager dynamicManager = DynamicConfigManagerFactory.getDynamicManager(
-                        consumerConfig.getAppName(), dynamicAlias);
-                    dynamicManager.initServiceConfiguration(consumerConfig.getInterfaceId());
-                }
-
-                //启用接口级别动态配置
-                final String dynamicUrl = consumerConfig.getParameter(DynamicConfigKeys.DYNAMIC_URL);
-                if (StringUtils.isNotBlank(dynamicUrl)) {
+                //接口级别动态配置参数
+                final String dynamicUrl = getOrDefault(DynamicConfigKeys.DYNAMIC_URL);
+                if (StringUtils.isBlank(dynamicAlias) & StringUtils.isNotBlank(dynamicUrl)) {
+                    //启用接口级别动态配置
                     final DynamicConfigManager dynamicManager = DynamicConfigManagerFactory.getDynamicManagerWithUrl(
                             consumerConfig.getAppName(), dynamicUrl);
-
-                    //build listeners for dynamic config
-                    consumerConfig.setConfigListener(buildConfigListener(this,dynamicManager));
+                    dynamicManager.addListener(consumerConfig.getInterfaceId(), configListener);
+                    dynamicManager.initServiceConfiguration(consumerConfig.getInterfaceId(), configListener);
                 }
-
-
-
             } catch (Exception e) {
                 if (cluster != null) {
                     cluster.destroy();
@@ -214,17 +213,6 @@ protected ConfigListener buildConfigListener(ConsumerBootstrap bootstrap) {
         return new ConsumerAttributeListener();
     }
 
-    /**
-     * Build ConfigListener for consumer bootstrap with dynamic config.
-     *
-     * @param bootstrap ConsumerBootstrap
-     * @param dynamicManager DynamicConfigManager
-     * @return ConfigListener
-     */
-    protected ConfigListener buildConfigListener(ConsumerBootstrap bootstrap, DynamicConfigManager dynamicManager) {
-        return new ConsumerAttributeListener(dynamicManager);
-    }
-
     /**
      * Build ProviderInfoListener for consumer bootstrap.
      *
@@ -463,28 +451,20 @@ private class ConsumerAttributeListener implements ConfigListener {
 
         private Map<String, String> newValueMap = new HashMap<>();
 
-        ConsumerAttributeListener() {
-
-        }
+        // 动态配置项
+        private List<String> dynamicConfigKeys = Arrays.asList(RpcConstants.CONFIG_KEY_TIMEOUT,
+                RpcConstants.CONFIG_KEY_RETRIES, RpcConstants.CONFIG_KEY_LOADBALANCER);
 
-        ConsumerAttributeListener(DynamicConfigManager dynamicManager) {
-            this.initWith(consumerConfig.getInterfaceId(),dynamicManager);
-        }
+        ConsumerAttributeListener() {
 
-        public void initWith(String key, DynamicConfigManager dynamicManager) {
-            dynamicManager.addListener(key, this);
-            // 初始化配置值
-            String rawConfig = dynamicManager.getConfig(key);
-            if (!StringUtils.isEmpty(rawConfig)) {
-                process(new ConfigChangedEvent(key, "sofa-rpc",rawConfig));
-            }
         }
 
         @Override
-        public void process(ConfigChangedEvent event){
-            if (event.getChangeType().equals(ConfigChangeType.DELETED)) {
-                newValueMap = null;
-            } else {
+        public void process(ConfigChangedEvent event) {
+            for (String key : newValueMap.keySet()) {
+                newValueMap.put(key, " ");
+            }
+            if (!event.getChangeType().equals(ConfigChangeType.DELETED)) {
                 // ADDED or MODIFIED
                 String[] lines = event.getContent().split("\n");
                 for (String line : lines) {
@@ -492,7 +472,13 @@ public void process(ConfigChangedEvent event){
                     if (keyValue.length == 2) {
                         String key = keyValue[0].trim();
                         String value = keyValue[1].trim();
-                        newValueMap.put(key, value);
+
+                        for (String dynamicConfigKey : dynamicConfigKeys) {
+                            if (key.endsWith(dynamicConfigKey) || key.endsWith("." + dynamicConfigKey)) {
+                                newValueMap.put(key, value);
+                                break;
+                            }
+                        }
                     }
                 }
             }
diff --git a/config/config-apollo/src/main/java/com/alipay/sofa/rpc/dynamic/apollo/ApolloDynamicConfigManager.java b/config/config-apollo/src/main/java/com/alipay/sofa/rpc/dynamic/apollo/ApolloDynamicConfigManager.java
index e8394b8f8..98ff8c4a5 100644
--- a/config/config-apollo/src/main/java/com/alipay/sofa/rpc/dynamic/apollo/ApolloDynamicConfigManager.java
+++ b/config/config-apollo/src/main/java/com/alipay/sofa/rpc/dynamic/apollo/ApolloDynamicConfigManager.java
@@ -18,6 +18,7 @@
 
 import com.alipay.sofa.common.config.SofaConfigs;
 import com.alipay.sofa.rpc.auth.AuthRuleGroup;
+import com.alipay.sofa.rpc.common.utils.StringUtils;
 import com.alipay.sofa.rpc.dynamic.*;
 import com.alipay.sofa.rpc.ext.Extension;
 import com.alipay.sofa.rpc.listener.ConfigListener;
@@ -58,47 +59,50 @@ public class ApolloDynamicConfigManager extends DynamicConfigManager {
     private final ConcurrentMap<String, ApolloListener> watchListenerMap = new ConcurrentHashMap<>();
 
     protected ApolloDynamicConfigManager(String appName) {
-        super(appName);
+        super(appName, SofaConfigs.getOrDefault(DynamicConfigKeys.APOLLO_ADDRESS));
         System.setProperty(APOLLO_APPID_KEY, appName);
-        System.setProperty(APOLLO_ADDR_KEY, APOLLO_PROTOCOL_PREFIX + SofaConfigs.getOrDefault(DynamicConfigKeys.APOLLO_ADDRESS));
-        config = ConfigService.getConfig(DynamicConfigKeys.DEFAULT_GROUP);
+        System.setProperty(APOLLO_ADDR_KEY, APOLLO_PROTOCOL_PREFIX + getAddress());
+        config = ConfigService.getAppConfig();
     }
 
-    protected ApolloDynamicConfigManager(String appName,String address) {
-        super(appName);
+    protected ApolloDynamicConfigManager(String appName, String address) {
+        super(appName, address);
         System.setProperty(APOLLO_APPID_KEY, appName);
         System.setProperty(APOLLO_ADDR_KEY, APOLLO_PROTOCOL_PREFIX + address);
-        config = ConfigService.getConfig(DynamicConfigKeys.DEFAULT_GROUP);
+        config = ConfigService.getAppConfig();
     }
 
     @Override
-    public void initServiceConfiguration(String service) {
-        //TODO not now
+    public void initServiceConfiguration(String service, ConfigListener listener) {
+        String rawConfig = config.getProperty(service, DynamicHelper.DEFAULT_DYNAMIC_VALUE);
+        if (!StringUtils.isEmpty(rawConfig)) {
+            listener.process(new ConfigChangedEvent(service, rawConfig));
+        }
     }
 
     @Override
     public String getProviderServiceProperty(String service, String key) {
         return config.getProperty(DynamicConfigKeyHelper.buildProviderServiceProKey(service, key),
-            DynamicHelper.DEFAULT_DYNAMIC_VALUE);
+                DynamicHelper.DEFAULT_DYNAMIC_VALUE);
     }
 
     @Override
     public String getConsumerServiceProperty(String service, String key) {
         return config.getProperty(DynamicConfigKeyHelper.buildConsumerServiceProKey(service, key),
-            DynamicHelper.DEFAULT_DYNAMIC_VALUE);
+                DynamicHelper.DEFAULT_DYNAMIC_VALUE);
 
     }
 
     @Override
     public String getProviderMethodProperty(String service, String method, String key) {
         return config.getProperty(DynamicConfigKeyHelper.buildProviderMethodProKey(service, method, key),
-            DynamicHelper.DEFAULT_DYNAMIC_VALUE);
+                DynamicHelper.DEFAULT_DYNAMIC_VALUE);
     }
 
     @Override
     public String getConsumerMethodProperty(String service, String method, String key) {
         return config.getProperty(DynamicConfigKeyHelper.buildConsumerMethodProKey(service, method, key),
-            DynamicHelper.DEFAULT_DYNAMIC_VALUE);
+                DynamicHelper.DEFAULT_DYNAMIC_VALUE);
 
     }
 
@@ -109,12 +113,7 @@ public AuthRuleGroup getServiceAuthRule(String service) {
     }
 
     @Override
-    public String getConfig(String key){
-        return config.getProperty(key, DynamicHelper.DEFAULT_DYNAMIC_VALUE);
-    }
-
-    @Override
-    public void addListener(String key, ConfigListener listener){
+    public void addListener(String key, ConfigListener listener) {
         ApolloListener apolloListener = watchListenerMap.computeIfAbsent(key, k -> new ApolloListener());
         apolloListener.addListener(listener);
         config.addChangeListener(apolloListener, Collections.singleton(key));
@@ -124,19 +123,20 @@ public class ApolloListener implements ConfigChangeListener {
 
         private Set<ConfigListener> listeners = new CopyOnWriteArraySet<>();
 
-        ApolloListener() {}
+        ApolloListener() {
+        }
 
         @Override
         public void onChange(com.ctrip.framework.apollo.model.ConfigChangeEvent changeEvent) {
             for (String key : changeEvent.changedKeys()) {
                 ConfigChange change = changeEvent.getChange(key);
                 if ("".equals(change.getNewValue())) {
-                        LOGGER.info("an empty rule is received for key: " + key);
+                    LOGGER.info("an empty rule is received for key: " + key);
                     return;
                 }
 
                 ConfigChangedEvent event =
-                        new ConfigChangedEvent(key, change.getNamespace(), change.getNewValue(), getChangeType(change));
+                        new ConfigChangedEvent(key, change.getNewValue(), getChangeType(change));
                 listeners.forEach(listener -> listener.process(event));
             }
         }
diff --git a/config/config-nacos/src/main/java/com/alipay/sofa/rpc/dynamic/nacos/NacosDynamicConfigManager.java b/config/config-nacos/src/main/java/com/alipay/sofa/rpc/dynamic/nacos/NacosDynamicConfigManager.java
index dd58d1bd6..f095e3bac 100644
--- a/config/config-nacos/src/main/java/com/alipay/sofa/rpc/dynamic/nacos/NacosDynamicConfigManager.java
+++ b/config/config-nacos/src/main/java/com/alipay/sofa/rpc/dynamic/nacos/NacosDynamicConfigManager.java
@@ -38,8 +38,6 @@
 import java.util.concurrent.CopyOnWriteArraySet;
 import java.util.concurrent.Executor;
 
-import static com.alipay.sofa.rpc.common.utils.StringUtils.KEY_SEPARATOR;
-
 /**
  * @author Narziss
  * @version NaocsDynamicConfigManager.java, v 0.1 2024年07月26日 09:37 Narziss
@@ -48,26 +46,23 @@
 @Extension(value = "nacos", override = true)
 public class NacosDynamicConfigManager extends DynamicConfigManager {
 
-    private final static Logger LOGGER            = LoggerFactory.getLogger(NacosDynamicConfigManager.class);
-
-    private static final long   DEFAULT_TIMEOUT   = 5000;
+    private final static Logger LOGGER = LoggerFactory.getLogger(NacosDynamicConfigManager.class);
 
-    private final String        address;
+    private static final long DEFAULT_TIMEOUT = 5000;
 
-    private ConfigService       configService;
+    private ConfigService configService;
 
-    private Properties          nacosConfig       = new Properties();
+    private Properties nacosConfig = new Properties();
 
-    private final String        group;
+    private final String group;
 
     private final ConcurrentMap<String, NacosConfigListener> watchListenerMap = new ConcurrentHashMap<>();
 
     protected NacosDynamicConfigManager(String appName) {
-        super(appName);
-        address=SofaConfigs.getOrDefault(DynamicConfigKeys.NACOS_ADDRESS);
-        group = DynamicConfigKeys.DEFAULT_GROUP;
+        super(appName, SofaConfigs.getOrDefault(DynamicConfigKeys.NACOS_ADDRESS));
+        group = appName;
         try {
-            nacosConfig.put(PropertyKeyConst.SERVER_ADDR, address);
+            nacosConfig.put(PropertyKeyConst.SERVER_ADDR, getAddress());
             configService = ConfigFactory.createConfigService(nacosConfig);
 
         } catch (NacosException e) {
@@ -76,9 +71,8 @@ protected NacosDynamicConfigManager(String appName) {
     }
 
     protected NacosDynamicConfigManager(String appName, String address) {
-        super(appName);
-        this.address = address;
-        group = DynamicConfigKeys.DEFAULT_GROUP;
+        super(appName, address);
+        group = appName;
         try {
             nacosConfig.put(PropertyKeyConst.SERVER_ADDR, address);
             configService = ConfigFactory.createConfigService(nacosConfig);
@@ -89,16 +83,22 @@ protected NacosDynamicConfigManager(String appName, String address) {
     }
 
     @Override
-    public void initServiceConfiguration(String service) {
-        //TODO not now
-
+    public void initServiceConfiguration(String service, ConfigListener listener) {
+        try {
+            String rawConfig = configService.getConfig(service, group, DEFAULT_TIMEOUT);
+            if (!StringUtils.isEmpty(rawConfig)) {
+                listener.process(new ConfigChangedEvent(service, rawConfig));
+            }
+        } catch (NacosException e) {
+            LOGGER.error("Failed to getConfig for key:{}, group:{}", service, group, e);
+        }
     }
 
     @Override
     public String getProviderServiceProperty(String service, String key) {
         try {
             String configValue = configService.getConfig(
-                DynamicConfigKeyHelper.buildProviderServiceProKey(service, key),
+                    DynamicConfigKeyHelper.buildProviderServiceProKey(service, key),
                     group, DEFAULT_TIMEOUT);
             return configValue != null ? configValue : DynamicHelper.DEFAULT_DYNAMIC_VALUE;
         } catch (NacosException e) {
@@ -110,7 +110,7 @@ public String getProviderServiceProperty(String service, String key) {
     public String getConsumerServiceProperty(String service, String key) {
         try {
             String configValue = configService.getConfig(
-                DynamicConfigKeyHelper.buildConsumerServiceProKey(service, key),
+                    DynamicConfigKeyHelper.buildConsumerServiceProKey(service, key),
                     group, DEFAULT_TIMEOUT);
             return configValue != null ? configValue : DynamicHelper.DEFAULT_DYNAMIC_VALUE;
         } catch (NacosException e) {
@@ -122,7 +122,7 @@ public String getConsumerServiceProperty(String service, String key) {
     public String getProviderMethodProperty(String service, String method, String key) {
         try {
             String configValue = configService.getConfig(
-                DynamicConfigKeyHelper.buildProviderMethodProKey(service, method, key),
+                    DynamicConfigKeyHelper.buildProviderMethodProKey(service, method, key),
                     group, DEFAULT_TIMEOUT);
             return configValue != null ? configValue : DynamicHelper.DEFAULT_DYNAMIC_VALUE;
         } catch (NacosException e) {
@@ -134,7 +134,7 @@ public String getProviderMethodProperty(String service, String method, String ke
     public String getConsumerMethodProperty(String service, String method, String key) {
         try {
             String configValue = configService.getConfig(
-                    buildDataId(DynamicConfigKeyHelper.buildConsumerMethodProKey(service, method, key)),
+                    DynamicConfigKeyHelper.buildConsumerMethodProKey(service, method, key),
                     group, DEFAULT_TIMEOUT);
             return configValue != null ? configValue : DynamicHelper.DEFAULT_DYNAMIC_VALUE;
         } catch (NacosException e) {
@@ -142,33 +142,19 @@ public String getConsumerMethodProperty(String service, String method, String ke
         }
     }
 
-    public String buildDataId(String proKey) {
-        return getAppName() + KEY_SEPARATOR + proKey;
-    }
-
     @Override
     public AuthRuleGroup getServiceAuthRule(String service) {
         //TODO 暂不支持
         return null;
     }
 
-    @Override
-    public String getConfig(String key){
-        try {
-            return configService.getConfig(getAppName()+ KEY_SEPARATOR +key, group, DEFAULT_TIMEOUT);
-        } catch (NacosException e) {
-            LOGGER.error("Failed to getConfig for key:{}, group:{}", key, group, e);
-            return DynamicHelper.DEFAULT_DYNAMIC_VALUE;
-        }
-    }
-
     @Override
     public void addListener(String key, ConfigListener listener) {
         NacosConfigListener nacosConfigListener = watchListenerMap.computeIfAbsent(
                 key, k -> createTargetListener(key));
         nacosConfigListener.addListener(listener);
         try {
-            configService.addListener(getAppName()+KEY_SEPARATOR +key, group, nacosConfigListener);
+            configService.addListener(key, group, nacosConfigListener);
         } catch (NacosException e) {
             LOGGER.error("Failed to add listener for key:{}, group:{}", key, group, e);
         }
@@ -204,7 +190,7 @@ public Executor getExecutor() {
         public void innerReceive(String dataId, String group, String configInfo) {
             String oldValue = cacheData.get(dataId);
             ConfigChangedEvent event =
-                    new ConfigChangedEvent(dataId, group, configInfo, getChangeType(configInfo, oldValue));
+                    new ConfigChangedEvent(dataId, configInfo, getChangeType(configInfo, oldValue));
             if (configInfo == null) {
                 cacheData.remove(dataId);
             } else {
diff --git a/config/config-zk/src/main/java/com/alipay/sofa/rpc/dynamic/zk/ZookeeperDynamicConfigManager.java b/config/config-zk/src/main/java/com/alipay/sofa/rpc/dynamic/zk/ZookeeperDynamicConfigManager.java
index 47dadc444..3dadc150d 100644
--- a/config/config-zk/src/main/java/com/alipay/sofa/rpc/dynamic/zk/ZookeeperDynamicConfigManager.java
+++ b/config/config-zk/src/main/java/com/alipay/sofa/rpc/dynamic/zk/ZookeeperDynamicConfigManager.java
@@ -19,6 +19,7 @@
 import com.alipay.sofa.common.config.SofaConfigs;
 import com.alipay.sofa.rpc.auth.AuthRuleGroup;
 import com.alipay.sofa.rpc.common.RpcConstants;
+import com.alipay.sofa.rpc.common.utils.StringUtils;
 import com.alipay.sofa.rpc.dynamic.*;
 import com.alipay.sofa.rpc.ext.Extension;
 import com.alipay.sofa.rpc.listener.ConfigListener;
@@ -35,7 +36,6 @@
 import java.util.concurrent.CopyOnWriteArraySet;
 
 import static com.alipay.sofa.rpc.common.utils.StringUtils.CONTEXT_SEP;
-import static com.alipay.sofa.rpc.common.utils.StringUtils.KEY_SEPARATOR;
 
 /**
  * @author Narziss
@@ -45,27 +45,23 @@
 @Extension(value = "zookeeper", override = true)
 public class ZookeeperDynamicConfigManager extends DynamicConfigManager {
 
-    private final static Logger                      LOGGER            = LoggerFactory
-                                                                           .getLogger(ZookeeperDynamicConfigManager.class);
+    private final static Logger LOGGER = LoggerFactory
+            .getLogger(ZookeeperDynamicConfigManager.class);
 
-    private final CuratorFramework                   zkClient;
-
-    private final String                      address;
-
-    private final String                             rootPath;
-    private ConcurrentMap<String, String> configMap = new ConcurrentHashMap<>();
+    private final CuratorFramework zkClient;
 
+    private final String rootPath;
     private final ConcurrentMap<String, ZookeeperConfigListener> watchListenerMap = new ConcurrentHashMap<>();
+    private ConcurrentMap<String, String> configMap = new ConcurrentHashMap<>();
 
     protected ZookeeperDynamicConfigManager(String appName) {
-        super(appName);
-        rootPath = CONTEXT_SEP + DynamicConfigKeys.CONFIG_NODE + CONTEXT_SEP + DynamicConfigKeys.DEFAULT_GROUP + CONTEXT_SEP + getAppName();
-        address = SofaConfigs.getOrDefault(DynamicConfigKeys.ZK_ADDRESS);
+        super(appName, SofaConfigs.getOrDefault(DynamicConfigKeys.ZK_ADDRESS));
+        rootPath = CONTEXT_SEP + DynamicConfigKeys.CONFIG_NODE + CONTEXT_SEP + appName;
         zkClient = CuratorFrameworkFactory.builder()
-            .connectString(address)
-            .retryPolicy(new ExponentialBackoffRetry(1000, 3))
-            .namespace(DynamicConfigKeys.DEFAULT_NAMESPACE)
-            .build();
+                .connectString(getAddress())
+                .retryPolicy(new ExponentialBackoffRetry(1000, 3))
+                .namespace(DynamicConfigKeys.DEFAULT_NAMESPACE)
+                .build();
         zkClient.start();
 
         PathChildrenCache cache = new PathChildrenCache(zkClient, rootPath, true);
@@ -97,10 +93,9 @@ public void childEvent(CuratorFramework client, PathChildrenCacheEvent event) th
         }
     }
 
-    protected ZookeeperDynamicConfigManager(String appName,String address) {
-        super(appName);
-        rootPath = CONTEXT_SEP + DynamicConfigKeys.CONFIG_NODE + CONTEXT_SEP + DynamicConfigKeys.DEFAULT_GROUP;
-        this.address = address;
+    protected ZookeeperDynamicConfigManager(String appName, String address) {
+        super(appName, address);
+        rootPath = CONTEXT_SEP + DynamicConfigKeys.CONFIG_NODE + CONTEXT_SEP + appName;
         zkClient = CuratorFrameworkFactory.builder()
                 .connectString(address)
                 .retryPolicy(new ExponentialBackoffRetry(1000, 3))
@@ -110,8 +105,16 @@ protected ZookeeperDynamicConfigManager(String appName,String address) {
     }
 
     @Override
-    public void initServiceConfiguration(String service) {
-        //TODO not now
+    public void initServiceConfiguration(String service, ConfigListener listener) {
+        try {
+            byte[] bytes = zkClient.getData().forPath(rootPath + CONTEXT_SEP + service);
+            String rawConfig = new String(bytes, RpcConstants.DEFAULT_CHARSET);
+            if (!StringUtils.isEmpty(rawConfig)) {
+                listener.process(new ConfigChangedEvent(service, rawConfig));
+            }
+        } catch (Exception e) {
+            LOGGER.error("Failed to init service configuration for service: " + service, e);
+        }
 
     }
 
@@ -163,19 +166,8 @@ public AuthRuleGroup getServiceAuthRule(String service) {
     }
 
     @Override
-    public String getConfig(String key){
-        try {
-            byte[] bytes = zkClient.getData().forPath(rootPath+ CONTEXT_SEP +getAppName()+ KEY_SEPARATOR + key);
-            String configValue = new String(bytes, RpcConstants.DEFAULT_CHARSET);
-            return configValue != null ? configValue : DynamicHelper.DEFAULT_DYNAMIC_VALUE;
-        } catch (Exception e) {
-            return DynamicHelper.DEFAULT_DYNAMIC_VALUE;
-        }
-    }
-
-    @Override
-    public void addListener(String key, ConfigListener listener){
-        String pathKey = rootPath+ CONTEXT_SEP +getAppName()+ KEY_SEPARATOR + key;
+    public void addListener(String key, ConfigListener listener) {
+        String pathKey = rootPath + CONTEXT_SEP + key;
 
         ZookeeperConfigListener zookeeperConfigListener = watchListenerMap.computeIfAbsent(
                 key, k -> createTargetListener(pathKey));
@@ -224,12 +216,11 @@ public void nodeChanged() throws Exception {
                 content = new String(childData.getData(), RpcConstants.DEFAULT_CHARSET);
                 changeType = ConfigChangeType.MODIFIED;
             }
-            ConfigChangedEvent configChangeEvent = new ConfigChangedEvent(pathKey, DynamicConfigKeys.DEFAULT_GROUP, (String) content, changeType);
+            ConfigChangedEvent configChangeEvent = new ConfigChangedEvent(pathKey, (String) content, changeType);
             listeners.forEach(listener -> listener.process(configChangeEvent));
 
         }
     }
 
 
-
 }
\ No newline at end of file
diff --git a/core/api/src/main/java/com/alipay/sofa/rpc/config/AbstractInterfaceConfig.java b/core/api/src/main/java/com/alipay/sofa/rpc/config/AbstractInterfaceConfig.java
index acc4a74e1..84c8eec35 100644
--- a/core/api/src/main/java/com/alipay/sofa/rpc/config/AbstractInterfaceConfig.java
+++ b/core/api/src/main/java/com/alipay/sofa/rpc/config/AbstractInterfaceConfig.java
@@ -215,6 +215,11 @@ public abstract class AbstractInterfaceConfig<T, S extends AbstractInterfaceConf
      */
     protected transient volatile Map<String, Object> configValueCache = null;
 
+    /**
+     * 动态配置的方法名称和方法参数配置的map
+     */
+    protected transient volatile Map<String, Object> dynamicConfigValueCache = new ConcurrentHashMap<>();
+
     /**
      * 代理接口类，和T对应，主要针对泛化调用
      */
@@ -924,6 +929,10 @@ public String queryAttribute(String property) {
     public boolean updateAttribute(String property, String newValueStr, boolean overwrite) {
         try {
             boolean changed = false;
+            if(newValueStr.equals(" ")){
+                // 改为默认值
+                newValueStr = configValueCache.get(property) == null ? null : configValueCache.get(property).toString();
+            }
             if (property.charAt(0) == RpcConstants.HIDE_KEY_PREFIX) {
                 // 方法级配置 例如.echoStr.timeout
                 String methodAndP = property.substring(1);
@@ -940,6 +949,7 @@ public boolean updateAttribute(String property, String newValueStr, boolean over
                 // 拿到旧的值
                 Object oldValue = null;
                 Object newValue = CompatibleTypeUtils.convert(newValueStr, propertyClazz);
+
                 if (methodConfig == null) {
                     methodConfig = new MethodConfig();
                     methodConfig.setName(methodName);
@@ -960,6 +970,11 @@ public boolean updateAttribute(String property, String newValueStr, boolean over
                 }
                 if (changed && overwrite) {
                     BeanUtils.setProperty(methodConfig, methodProperty, propertyClazz, newValue);// 覆盖属性
+                    if (newValue != null){
+                        dynamicConfigValueCache.put(property, newValue);
+                    } else {
+                        dynamicConfigValueCache.remove(property);
+                    }
                     if (LOGGER.isInfoEnabled()) {
                         LOGGER.info("Property \"" + methodName + "." + methodProperty + "\" changed from {} to {}",
                             oldValue, newValueStr);
@@ -1016,11 +1031,14 @@ public Object getMethodConfigValue(String methodName, String configKey, Object d
      * @return 配置值 method config value
      */
     public Object getMethodConfigValue(String methodName, String configKey) {
-        if (configValueCache == null) {
-            return null;
-        }
         String key = buildmkey(methodName, configKey);
-        return configValueCache.get(key);
+        if (dynamicConfigValueCache != null){
+            return dynamicConfigValueCache.get(key);
+        }
+        if (configValueCache != null) {
+            return configValueCache.get(key);
+        }
+        return null;
     }
 
     /**
diff --git a/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/ConfigChangedEvent.java b/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/ConfigChangedEvent.java
index 2dc006610..77d2d06f6 100644
--- a/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/ConfigChangedEvent.java
+++ b/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/ConfigChangedEvent.java
@@ -17,7 +17,6 @@
 package com.alipay.sofa.rpc.dynamic;
 
 import java.util.EventObject;
-import java.util.Objects;
 
 /**
  * @author Narziss
@@ -28,20 +27,17 @@ public class ConfigChangedEvent extends EventObject {
 
     private final String           key;
 
-    private final String           group;
-
     private final String           content;
 
     private final ConfigChangeType changeType;
 
-    public ConfigChangedEvent(String key, String group, String content) {
-        this(key, group, content, ConfigChangeType.MODIFIED);
+    public ConfigChangedEvent(String key, String content) {
+        this(key, content, ConfigChangeType.MODIFIED);
     }
 
-    public ConfigChangedEvent(String key, String group, String content, ConfigChangeType changeType) {
-        super(key + "," + group);
+    public ConfigChangedEvent(String key, String content, ConfigChangeType changeType) {
+        super(key);
         this.key = key;
-        this.group = group;
         this.content = content;
         this.changeType = changeType;
     }
@@ -50,10 +46,6 @@ public String getKey() {
         return key;
     }
 
-    public String getGroup() {
-        return group;
-    }
-
     public String getContent() {
         return content;
     }
@@ -61,34 +53,4 @@ public String getContent() {
     public ConfigChangeType getChangeType() {
         return changeType;
     }
-
-    @Override
-    public String toString() {
-        return "ConfigChangedEvent{" + "key='"
-            + key + '\'' + ", group='"
-            + group + '\'' + ", content='"
-            + content + '\'' + ", changeType="
-            + changeType + "} "
-            + super.toString();
-    }
-
-    @Override
-    public boolean equals(Object o) {
-        if (this == o) {
-            return true;
-        }
-        if (!(o instanceof ConfigChangedEvent)) {
-            return false;
-        }
-        ConfigChangedEvent that = (ConfigChangedEvent) o;
-        return Objects.equals(getKey(), that.getKey())
-            && Objects.equals(getGroup(), that.getGroup())
-            && Objects.equals(getContent(), that.getContent())
-            && getChangeType() == that.getChangeType();
-    }
-
-    @Override
-    public int hashCode() {
-        return Objects.hash(getKey(), getGroup(), getContent(), getChangeType());
-    }
 }
diff --git a/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigKeys.java b/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigKeys.java
index d7929b689..581c7c55e 100644
--- a/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigKeys.java
+++ b/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigKeys.java
@@ -25,13 +25,17 @@
 public class DynamicConfigKeys {
     public static final String      DYNAMIC_ALIAS     = "dynamicAlias";
 
-    public static final String      DYNAMIC_URL       = "dynamicUrl";
-
     public static final String      CONFIG_NODE       = "config";
 
     public static final String      DEFAULT_NAMESPACE = "sofa-rpc";
 
-    public static final String      DEFAULT_GROUP     = "sofa-rpc";
+    public static ConfigKey<String> DYNAMIC_URL       = ConfigKey
+                                                          .build(
+                                                              "dynamicUrl",
+                                                              " ",
+                                                              false,
+                                                              "The url of the dynamic configuration.",
+                                                              new String[] { "dynamicUrl" });
 
     public static ConfigKey<String> ZK_ADDRESS        = ConfigKey
                                                           .build(
diff --git a/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigManager.java b/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigManager.java
index 72f879fcd..76b72aff7 100644
--- a/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigManager.java
+++ b/core/api/src/main/java/com/alipay/sofa/rpc/dynamic/DynamicConfigManager.java
@@ -30,21 +30,28 @@ public abstract class DynamicConfigManager {
 
     private String appName;
 
-    protected DynamicConfigManager(String appName) {
+    private String address;
+
+    protected DynamicConfigManager(String appName, String address) {
         this.appName = appName;
+        this.address = address;
     }
 
     protected String getAppName() {
         return appName;
     }
 
+    protected String getAddress() {
+        return address;
+    }
+
     /**
      * Init service's governance related configuration.
      * Such as auth rules、lb rules
      *
      * @param service target service
      */
-    public abstract void initServiceConfiguration(String service);
+    public abstract void initServiceConfiguration(String service, ConfigListener listener);
 
     /**
      * Get provider service related property.
@@ -100,12 +107,4 @@ protected String getAppName() {
      */
     public abstract void addListener(String key, ConfigListener listener);
 
-    /**
-     * Get config value by key.
-     *
-     * @param key config key
-     * @return config value
-     */
-    public abstract String getConfig(String key);
-
 }
\ No newline at end of file
diff --git a/core/common/src/main/java/com/alipay/sofa/rpc/common/utils/StringUtils.java b/core/common/src/main/java/com/alipay/sofa/rpc/common/utils/StringUtils.java
index 97bda388b..77febb203 100644
--- a/core/common/src/main/java/com/alipay/sofa/rpc/common/utils/StringUtils.java
+++ b/core/common/src/main/java/com/alipay/sofa/rpc/common/utils/StringUtils.java
@@ -39,11 +39,6 @@ public class StringUtils {
      */
     public static final String   CONTEXT_SEP        = "/";
 
-    /**
-     * The config key separator String {@code ":"}
-     */
-    public static final String   KEY_SEPARATOR      = ":";
-
     /**
      * The string {@code "*"}.
      *