diff --git a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/runner/execute/AsyncMasterTaskDelayQueueLooperTest.java b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/runner/execute/AsyncMasterTaskDelayQueueLooperTest.java
new file mode 100644
index 000000000000..bcdeaf77c953
--- /dev/null
+++ b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/runner/execute/AsyncMasterTaskDelayQueueLooperTest.java
@@ -0,0 +1,121 @@
+/*
+ * 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.runner.execute;
+
+import static java.time.Duration.ofSeconds;
+import static org.awaitility.Awaitility.await;
+import static org.mockito.Mockito.atLeastOnce;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.verify;
+import static org.mockito.Mockito.when;
+
+import org.apache.dolphinscheduler.common.constants.Constants;
+import org.apache.dolphinscheduler.common.thread.ThreadUtils;
+import org.apache.dolphinscheduler.plugin.task.api.TaskExecutionContext;
+
+import java.util.concurrent.ThreadPoolExecutor;
+
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.extension.ExtendWith;
+import org.mockito.InjectMocks;
+import org.mockito.Mock;
+import org.mockito.junit.jupiter.MockitoExtension;
+import org.mockito.junit.jupiter.MockitoSettings;
+import org.mockito.quality.Strictness;
+
+@ExtendWith(MockitoExtension.class)
+@MockitoSettings(strictness = Strictness.LENIENT)
+public class AsyncMasterTaskDelayQueueLooperTest {
+
+    @InjectMocks
+    private AsyncMasterTaskDelayQueueLooper asyncMasterTaskDelayQueueLooper;
+    @Mock
+    private AsyncMasterTaskDelayQueue asyncMasterTaskDelayQueue;
+    @Mock
+    private MasterAsyncTaskExecutorThreadPool masterAsyncTaskExecutorThreadPool;
+
+    private final int workflowInstanceId = 1;
+    private final int taskInstanceId = 2;
+    private final String logPath = "logs";
+    private static final ThreadPoolExecutor threadPoolExecutor = ThreadUtils.newDaemonFixedThreadExecutor(
+            "MasterAsyncTaskExecutorThreadPool", 2);
+
+    @Test
+    void testTaskExecutionContextIsNotDryRun() throws Exception {
+        final TaskExecutionContext taskExecutionContext = new TaskExecutionContext();
+        taskExecutionContext.setWorkflowInstanceId(workflowInstanceId);
+        taskExecutionContext.setTaskInstanceId(taskInstanceId);
+        taskExecutionContext.setLogPath(logPath);
+        taskExecutionContext.setDryRun(Constants.DRY_RUN_FLAG_NO);
+        MasterTaskExecutionContextHolder.putTaskExecutionContext(taskExecutionContext);
+        AsyncTaskExecuteFunction asyncTaskExecuteFunction = mock(AsyncTaskExecuteFunction.class);
+        AsyncTaskCallbackFunction asyncTaskCallbackFunction = mock(AsyncTaskCallbackFunction.class);
+
+        final AsyncTaskExecutionContext asyncTaskExecutionContext = new AsyncTaskExecutionContext(
+                taskExecutionContext,
+                asyncTaskExecuteFunction,
+                asyncTaskCallbackFunction);
+        when(asyncTaskExecuteFunction.getAsyncTaskExecutionStatus())
+                .thenReturn(AsyncTaskExecuteFunction.AsyncTaskExecutionStatus.FAILED);
+        when(asyncMasterTaskDelayQueue.pollAsyncTask()).thenReturn(asyncTaskExecutionContext);
+        when(masterAsyncTaskExecutorThreadPool.getThreadPool()).thenReturn(threadPoolExecutor);
+
+        asyncMasterTaskDelayQueueLooper.start();
+
+        await().during(ofSeconds(1)).untilAsserted(() -> {
+            verify(masterAsyncTaskExecutorThreadPool, atLeastOnce()).getThreadPool();
+            verify(asyncTaskCallbackFunction, atLeastOnce()).executeFailed();
+        });
+        asyncMasterTaskDelayQueueLooper.close();
+    }
+
+    @Test
+    void testTaskExecutionContextIsDryRun() throws Exception {
+        final TaskExecutionContext taskExecutionContext = new TaskExecutionContext();
+        taskExecutionContext.setWorkflowInstanceId(workflowInstanceId);
+        taskExecutionContext.setTaskInstanceId(taskInstanceId);
+        taskExecutionContext.setLogPath(logPath);
+        taskExecutionContext.setDryRun(Constants.DRY_RUN_FLAG_YES);
+        MasterTaskExecutionContextHolder.putTaskExecutionContext(taskExecutionContext);
+        AsyncTaskExecuteFunction asyncTaskExecuteFunction = mock(AsyncTaskExecuteFunction.class);
+        AsyncTaskCallbackFunction asyncTaskCallbackFunction = mock(AsyncTaskCallbackFunction.class);
+
+        final AsyncTaskExecutionContext asyncTaskExecutionContext = new AsyncTaskExecutionContext(
+                taskExecutionContext,
+                asyncTaskExecuteFunction,
+                asyncTaskCallbackFunction);
+        when(asyncTaskExecuteFunction.getAsyncTaskExecutionStatus())
+                .thenReturn(AsyncTaskExecuteFunction.AsyncTaskExecutionStatus.RUNNING);
+        when(asyncMasterTaskDelayQueue.pollAsyncTask()).thenReturn(asyncTaskExecutionContext);
+        when(masterAsyncTaskExecutorThreadPool.getThreadPool()).thenReturn(threadPoolExecutor);
+
+        asyncMasterTaskDelayQueueLooper.start();
+
+        await().during(ofSeconds(1)).untilAsserted(() -> {
+            verify(masterAsyncTaskExecutorThreadPool, atLeastOnce()).getThreadPool();
+            verify(asyncTaskCallbackFunction, atLeastOnce()).executeSuccess();
+        });
+        asyncMasterTaskDelayQueueLooper.close();
+    }
+
+    @AfterAll
+    public static void cleanup() {
+        threadPoolExecutor.shutdown();
+    }
+}