diff --git a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/master/dispatch/host/LowerWeightHostManager.java b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/master/dispatch/host/LowerWeightHostManager.java
index 64a15b5b95..6549f9d63c 100644
--- a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/master/dispatch/host/LowerWeightHostManager.java
+++ b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/master/dispatch/host/LowerWeightHostManager.java
@@ -26,7 +26,9 @@ import org.apache.dolphinscheduler.server.master.dispatch.context.ExecutionConte
 import org.apache.dolphinscheduler.server.master.dispatch.host.assign.HostWeight;
 import org.apache.dolphinscheduler.server.master.dispatch.host.assign.HostWorker;
 import org.apache.dolphinscheduler.server.master.dispatch.host.assign.LowerWeightRoundRobin;
+import org.apache.dolphinscheduler.spi.utils.StringUtils;
 
+import java.util.Optional;
 import java.util.Collection;
 import java.util.HashMap;
 import java.util.HashSet;
@@ -138,9 +140,9 @@ public class LowerWeightHostManager extends CommonHostManager {
                     Set<HostWeight> hostWeights = new HashSet<>(nodes.size());
                     for (String node : nodes) {
                         String heartbeat = serverNodeManager.getWorkerNodeInfo(node);
-                        HostWeight hostWeight = getHostWeight(node, workerGroup, heartbeat);
-                        if (hostWeight != null) {
-                            hostWeights.add(hostWeight);
+                        Optional<HostWeight> hostWeightOpt = getHostWeight(node, workerGroup, heartbeat);
+                        if (hostWeightOpt.isPresent()) {
+                            hostWeights.add(hostWeightOpt.get());
                         }
                     }
                     if (!hostWeights.isEmpty()) {
@@ -153,23 +155,29 @@ public class LowerWeightHostManager extends CommonHostManager {
             }
         }
 
-        public HostWeight getHostWeight(String addr, String workerGroup, String heartBeatInfo) {
+        public Optional<HostWeight> getHostWeight(String addr, String workerGroup, String heartBeatInfo) {
+            if (StringUtils.isEmpty(heartBeatInfo)) {
+                logger.warn("worker {} in work group {} have not received the heartbeat", addr, workerGroup);
+                return Optional.empty();
+            }
             HeartBeat heartBeat = HeartBeat.decodeHeartBeat(heartBeatInfo);
             if (heartBeat == null) {
-                return null;
+                return Optional.empty();
             }
             if (Constants.ABNORMAL_NODE_STATUS == heartBeat.getServerStatus()) {
                 logger.warn("worker {} current cpu load average {} is too high or available memory {}G is too low",
                         addr, heartBeat.getLoadAverage(), heartBeat.getAvailablePhysicalMemorySize());
-                return null;
+                return Optional.empty();
             }
             if (Constants.BUSY_NODE_STATUE == heartBeat.getServerStatus()) {
                 logger.warn("worker {} is busy, current waiting task count {} is large than worker thread count {}",
                         addr, heartBeat.getWorkerWaitingTaskCount(), heartBeat.getWorkerExecThreadCount());
-                return null;
+                return Optional.empty();
             }
-            return new HostWeight(HostWorker.of(addr, heartBeat.getWorkerHostWeight(), workerGroup),
-                    heartBeat.getCpuUsage(), heartBeat.getMemoryUsage(), heartBeat.getLoadAverage(), heartBeat.getStartupTime());
+            return Optional.of(
+                new HostWeight(HostWorker.of(addr, heartBeat.getWorkerHostWeight(), workerGroup),
+                    heartBeat.getCpuUsage(), heartBeat.getMemoryUsage(), heartBeat.getLoadAverage(),
+                    heartBeat.getStartupTime()));
         }
     }
 
diff --git a/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/master/dispatch/host/RefreshResourceTaskTest.java b/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/master/dispatch/host/RefreshResourceTaskTest.java
new file mode 100644
index 0000000000..5e35b0b2ec
--- /dev/null
+++ b/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/master/dispatch/host/RefreshResourceTaskTest.java
@@ -0,0 +1,47 @@
+/*
+ * 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.dolphinscheduler.server.master.dispatch.host;
+
+import org.apache.dolphinscheduler.server.master.registry.ServerNodeManager;
+
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.mockito.InjectMocks;
+import org.mockito.Mock;
+import org.mockito.junit.MockitoJUnitRunner;
+
+/**
+ * RefreshResourceTask test
+ */
+@RunWith(MockitoJUnitRunner.class)
+public class RefreshResourceTaskTest {
+
+    @Mock
+    private ServerNodeManager serverNodeManager;
+
+    @InjectMocks
+    LowerWeightHostManager lowerWeightHostManager;
+
+    @Test
+    public void testGetHostWeightWithResult() {
+        Assert.assertTrue(!lowerWeightHostManager.new RefreshResourceTask()
+            .getHostWeight("192.168.1.1:22", "default", null)
+            .isPresent());
+    }
+}
\ No newline at end of file
diff --git a/pom.xml b/pom.xml
index 5f9f8973bf..0c42a7a244 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1018,6 +1018,7 @@
                         <include>**/server/master/dispatch/host/assign/HostWorkerTest.java</include>
                         <include>**/server/master/registry/MasterRegistryClientTest.java</include>
                         <include>**/server/master/registry/ServerNodeManagerTest.java</include>
+                        <include>**/server/master/dispatch/host/RefreshResourceTaskTest.java</include>
                         <include>**/server/master/dispatch/host/assign/RoundRobinHostManagerTest.java</include>
                         <include>**/server/master/MasterCommandTest.java</include>
                         <include>**/server/master/DependentTaskTest.java</include>