diff --git a/registry/registry-kubernetes/src/main/java/com/alipay/sofa/rpc/registry/kubernetes/KubernetesRegistry.java b/registry/registry-kubernetes/src/main/java/com/alipay/sofa/rpc/registry/kubernetes/KubernetesRegistry.java
index a8cd501b2..8f77bb7c5 100644
--- a/registry/registry-kubernetes/src/main/java/com/alipay/sofa/rpc/registry/kubernetes/KubernetesRegistry.java
+++ b/registry/registry-kubernetes/src/main/java/com/alipay/sofa/rpc/registry/kubernetes/KubernetesRegistry.java
@@ -125,6 +125,8 @@ public void register(ProviderConfig config) {
                     podResource.edit(pod -> new PodBuilder(pod).editOrNewMetadata()
                             // 将ProviderConfig存在Annotations上
                             .addToAnnotations(dataId, JSON.toJSONString(config, true))
+                            // 为了过滤而不是订阅全部pod
+                            .addToLabels(dataId, "")
                             .endMetadata().build());
                 }
             }
@@ -154,6 +156,7 @@ public void unRegister(ProviderConfig config) {
 
                     podResource.edit(pod -> new PodBuilder(pod).editOrNewMetadata()
                             .removeFromAnnotations(dataId)
+                            .removeFromLabels(dataId)
                             .endMetadata()
                             .build());
                 }
@@ -189,9 +192,11 @@ public List<ProviderGroup> subscribe(ConsumerConfig config) {
             ProviderInfoListener providerInfoListener = config.getProviderInfoListener();
             kubernetesRegistryProviderWatcher.addProviderListener(config, providerInfoListener);
 
+            String dataId = KubernetesRegistryHelper.buildDataId(config, config.getProtocol());
             FilterWatchListDeletable<Pod, PodList, PodResource> podPodListPodResourceFilterWatchListDeletable =
                     kubernetesClient.pods()
-                            .inNamespace(namespace);
+                            .inNamespace(namespace)
+                            .withLabel(dataId);
 
             SharedIndexInformer<Pod> inform = podPodListPodResourceFilterWatchListDeletable.inform(new ResourceEventHandler<Pod>() {
                 @Override