diff --git a/apm-collector/apm-collector-cluster/src/main/java/org/skywalking/apm/collector/cluster/zookeeper/ClusterZKDataMonitor.java b/apm-collector/apm-collector-cluster/src/main/java/org/skywalking/apm/collector/cluster/zookeeper/ClusterZKDataMonitor.java
index 7162adf97d42682aa9c879b7a8f401778f3ffe3e..b59482325410c9199abdd955132d2205e0ea255f 100644
--- a/apm-collector/apm-collector-cluster/src/main/java/org/skywalking/apm/collector/cluster/zookeeper/ClusterZKDataMonitor.java
+++ b/apm-collector/apm-collector-cluster/src/main/java/org/skywalking/apm/collector/cluster/zookeeper/ClusterZKDataMonitor.java
@@ -4,6 +4,8 @@ import java.util.Iterator;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Set;
+import java.util.HashSet;
 import org.apache.zookeeper.CreateMode;
 import org.apache.zookeeper.WatchedEvent;
 import org.apache.zookeeper.Watcher;
@@ -46,22 +48,30 @@ public class ClusterZKDataMonitor implements DataMonitor, Watcher {
             List<String> paths;
             try {
                 paths = client.getChildren(event.getPath(), true);
+                ClusterDataListener listener = listeners.get(event.getPath());
+                Set<String> remoteNodes = new HashSet<String>();
+                Set<String> notifiedNodes = listener.getAddresses();
                 if (CollectionUtils.isNotEmpty(paths)) {
                     for (String serverPath : paths) {
                         Stat stat = new Stat();
                         byte[] data = client.getData(event.getPath() + "/" + serverPath, true, stat);
                         String dataStr = new String(data);
-                        if (stat.getCzxid() == stat.getMzxid()) {
+                        String addressValue = serverPath + dataStr;
+                        remoteNodes.add(addressValue);
+                        if (!notifiedNodes.contains(addressValue)) {
                             logger.info("path children has been created, path: {}, data: {}", event.getPath() + "/" + serverPath, dataStr);
-                            listeners.get(event.getPath()).addAddress(serverPath + dataStr);
-                            listeners.get(event.getPath()).serverJoinNotify(serverPath + dataStr);
-                        } else {
-                            logger.info("path children has been changed, path: {}, data: {}", event.getPath() + "/" + serverPath, dataStr);
-                            listeners.get(event.getPath()).removeAddress(serverPath + dataStr);
-                            listeners.get(event.getPath()).serverQuitNotify(serverPath + dataStr);
+                            listener.addAddress(addressValue);
+                            listener.serverJoinNotify(addressValue);
                         }
                     }
                 }
+                for (String address : notifiedNodes) {
+                    if (remoteNodes.isEmpty() || !remoteNodes.contains(address)) {
+                        logger.info("path children has been changed, path and data: {}", event.getPath() + "/" + address);
+                        listener.removeAddress(address);
+                        listener.serverQuitNotify(address);
+                    }
+                }
             } catch (ZookeeperClientException e) {
                 logger.error(e.getMessage(), e);
             }