diff --git a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/StoreNodeApplication.java b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/StoreNodeApplication.java
index c793ed96f2..275de58368 100644
--- a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/StoreNodeApplication.java
+++ b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/StoreNodeApplication.java
@@ -25,10 +25,13 @@
 
 import com.alipay.remoting.util.StringUtils;
 
+import org.springframework.scheduling.annotation.EnableScheduling;
+
 /**
  *
  */
 @SpringBootApplication
+@EnableScheduling
 public class StoreNodeApplication {
 
     //TODO Is this OK?
diff --git a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/JRaftMetrics.java b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/JRaftMetrics.java
index d5ca11b3f5..38bcf4d9f6 100644
--- a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/JRaftMetrics.java
+++ b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/JRaftMetrics.java
@@ -65,10 +65,18 @@ public class JRaftMetrics {
     private JRaftMetrics() {
     }
 
-    public synchronized static void init(MeterRegistry meterRegistry) {
+    public synchronized static void init(MeterRegistry meterRegistry, boolean isInitialCall) {
         if (registry == null) {
             registry = meterRegistry;
             registerMeters();
+            if (isInitialCall) {
+                log.debug("JRaftMetrics initialized during application startup");
+            } else {
+                log.debug("JRaftMetrics initialized during scheduled refresh");
+            }
+        } else if (!isInitialCall) {
+            registerNodeMetrics();
+            log.debug("JRaftMetrics refreshed during scheduled refresh");
         }
     }
 
@@ -108,9 +116,7 @@ private static void registerNodeMetrics() {
 
         synchronized (groupSet) {
             map.forEach((group, metrics) -> {
-                if (!groupSet.add(group)) {
-                    return;
-                }
+                groupSet.add(group);
 
                 metrics.getMetricRegistry().getGauges()
                        .forEach((k, v) -> registerGauge(group, k, v));
diff --git a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsConfig.java b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsConfig.java
index 7062ee7eb8..c739fad1ee 100644
--- a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsConfig.java
+++ b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsConfig.java
@@ -39,7 +39,7 @@ public MeterRegistryCustomizer<MeterRegistry> registerMeters() {
         return (registry) -> {
             StoreMetrics.init(registry);
             RocksDBMetrics.init(registry);
-            JRaftMetrics.init(registry);
+            JRaftMetrics.init(registry, true);
             ProcfsMetrics.init(registry);
             GRpcExMetrics.init(registry);
         };
diff --git a/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsRefresher.java b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsRefresher.java
new file mode 100644
index 0000000000..42b7113255
--- /dev/null
+++ b/hugegraph-store/hg-store-node/src/main/java/org/apache/hugegraph/store/node/metrics/MetricsRefresher.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.store.node.metrics;
+
+import io.micrometer.core.instrument.MeterRegistry;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+
+@Component
+public class MetricsRefresher {
+    private static final Logger log = LoggerFactory.getLogger(MetricsRefresher.class);
+
+    private final MeterRegistry registry;
+
+    public MetricsRefresher(MeterRegistry registry) {
+        this.registry = registry;
+    }
+
+    @Scheduled(fixedRate = 30000)
+    public void refreshMetrics() {
+        log.info("Refreshing metrics");
+        JRaftMetrics.init(registry, false);
+    }
+}