diff --git a/dolphinscheduler-alert/dolphinscheduler-alert-server/src/main/java/org/apache/dolphinscheduler/alert/service/AlertEventFetcher.java b/dolphinscheduler-alert/dolphinscheduler-alert-server/src/main/java/org/apache/dolphinscheduler/alert/service/AlertEventFetcher.java
index 11a668ae1ded..010e6266b559 100644
--- a/dolphinscheduler-alert/dolphinscheduler-alert-server/src/main/java/org/apache/dolphinscheduler/alert/service/AlertEventFetcher.java
+++ b/dolphinscheduler-alert/dolphinscheduler-alert-server/src/main/java/org/apache/dolphinscheduler/alert/service/AlertEventFetcher.java
@@ -25,6 +25,7 @@
 import lombok.extern.slf4j.Slf4j;
 
 import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Transactional;
 
 @Slf4j
 @Component
@@ -40,7 +41,11 @@ public AlertEventFetcher(AlertHAServer alertHAServer,
     }
 
     @Override
+    @Transactional
     public List<Alert> fetchPendingEvent(int eventOffset) {
+        // We use transaction here to ensure that if mysql is configured at master/slave mode, this query will be routed
+        // to the master db.
+        // Avoid we query from the slave and find the data is not the latest.
         return alertDao.listPendingAlerts(eventOffset);
     }
 
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifier.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifier.java
index cb1eb36bcc10..cc41b5744b86 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifier.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifier.java
@@ -34,8 +34,8 @@
 
 import lombok.extern.slf4j.Slf4j;
 
-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Component;
+import org.springframework.transaction.support.TransactionTemplate;
 
 /**
  * Use to watch the worker group from database and notify the change.
@@ -44,16 +44,22 @@
 @Component
 public class WorkerGroupChangeNotifier {
 
-    @Autowired
-    private MasterConfig masterConfig;
+    private final MasterConfig masterConfig;
+
+    private final TransactionTemplate transactionTemplate;
 
     private final WorkerGroupDao workerGroupDao;
+
     private final List<WorkerGroupListener> listeners = new CopyOnWriteArrayList<>();
 
     private Map<String, WorkerGroup> workerGroupMap = new HashMap<>();
 
-    public WorkerGroupChangeNotifier(WorkerGroupDao workerGroupDao) {
+    public WorkerGroupChangeNotifier(final MasterConfig masterConfig,
+                                     final WorkerGroupDao workerGroupDao,
+                                     final TransactionTemplate transactionTemplate) {
+        this.masterConfig = masterConfig;
         this.workerGroupDao = workerGroupDao;
+        this.transactionTemplate = transactionTemplate;
     }
 
     public void start() {
@@ -85,10 +91,15 @@ Map<String, WorkerGroup> getWorkerGroupMap() {
     }
 
     private MapComparator<String, WorkerGroup> detectChangedWorkerGroups() {
-        Map<String, WorkerGroup> tmpWorkerGroupMap = workerGroupDao.queryAll()
-                .stream()
-                .collect(Collectors.toMap(WorkerGroup::getName, workerGroup -> workerGroup));
-        return new MapComparator<>(workerGroupMap, tmpWorkerGroupMap);
+        // We use transaction here to ensure that if mysql is configured at master/slave mode, this query will be routed
+        // to the master db.
+        // Avoid we query from the slave and find the data is not the latest.
+        return transactionTemplate.execute(status -> {
+            Map<String, WorkerGroup> tmpWorkerGroupMap = workerGroupDao.queryAll()
+                    .stream()
+                    .collect(Collectors.toMap(WorkerGroup::getName, workerGroup -> workerGroup));
+            return new MapComparator<>(workerGroupMap, tmpWorkerGroupMap);
+        });
     }
 
     private void triggerListeners(MapComparator<String, WorkerGroup> mapComparator) {
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/engine/command/IdSlotBasedCommandFetcher.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/engine/command/IdSlotBasedCommandFetcher.java
index f76a0dfa470b..108fd4336f83 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/engine/command/IdSlotBasedCommandFetcher.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/engine/command/IdSlotBasedCommandFetcher.java
@@ -28,6 +28,8 @@
 
 import lombok.extern.slf4j.Slf4j;
 
+import org.springframework.transaction.annotation.Transactional;
+
 /**
  * The command fetcher which is fetch commands by command id and slot.
  */
@@ -48,7 +50,10 @@ public IdSlotBasedCommandFetcher(CommandFetchStrategy.IdSlotBasedFetchConfig idS
         this.commandDao = commandDao;
     }
 
+    // We use transaction here to ensure that if mysql is configured at master/slave mode, this query will be routed to
+    // the master db.
     @Override
+    @Transactional
     public List<Command> fetchCommands() {
         long scheduleStartTime = System.currentTimeMillis();
         if (!masterSlotManager.checkSlotValid()) {
diff --git a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifierTest.java b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifierTest.java
index 2f7098439fe5..ec2f9902aa36 100644
--- a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifierTest.java
+++ b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/cluster/WorkerGroupChangeNotifierTest.java
@@ -22,12 +22,15 @@
 
 import org.apache.dolphinscheduler.dao.entity.WorkerGroup;
 import org.apache.dolphinscheduler.dao.repository.WorkerGroupDao;
+import org.apache.dolphinscheduler.server.master.config.MasterConfig;
 
 import java.util.List;
 import java.util.concurrent.atomic.AtomicBoolean;
 
 import org.junit.jupiter.api.Test;
 import org.mockito.Mockito;
+import org.springframework.transaction.support.TransactionCallback;
+import org.springframework.transaction.support.TransactionTemplate;
 
 import com.google.common.collect.Lists;
 
@@ -36,7 +39,10 @@ class WorkerGroupChangeNotifierTest {
     @Test
     void detectWorkerGroupChanges_addedWorkerGroup() {
         WorkerGroupDao workerGroupDao = Mockito.mock(WorkerGroupDao.class);
-        WorkerGroupChangeNotifier workerGroupChangeNotifier = new WorkerGroupChangeNotifier(workerGroupDao);
+        WorkerGroupChangeNotifier workerGroupChangeNotifier = new WorkerGroupChangeNotifier(
+                new MasterConfig(),
+                workerGroupDao,
+                new MockTransactionTemplate());
 
         WorkerGroup workerGroup1 = WorkerGroup.builder()
                 .name("workerGroup1")
@@ -74,7 +80,10 @@ public void onWorkerGroupChange(List<WorkerGroup> workerGroups) {
     @Test
     void detectWorkerGroupChanges_deleteWorkerGroup() {
         WorkerGroupDao workerGroupDao = Mockito.mock(WorkerGroupDao.class);
-        WorkerGroupChangeNotifier workerGroupChangeNotifier = new WorkerGroupChangeNotifier(workerGroupDao);
+        WorkerGroupChangeNotifier workerGroupChangeNotifier = new WorkerGroupChangeNotifier(
+                new MasterConfig(),
+                workerGroupDao,
+                new MockTransactionTemplate());
 
         WorkerGroup workerGroup1 = WorkerGroup.builder()
                 .name("workerGroup1")
@@ -115,7 +124,10 @@ public void onWorkerGroupChange(List<WorkerGroup> workerGroups) {
     @Test
     void detectWorkerGroupChanges_updateWorkerGroup() {
         WorkerGroupDao workerGroupDao = Mockito.mock(WorkerGroupDao.class);
-        WorkerGroupChangeNotifier workerGroupChangeNotifier = new WorkerGroupChangeNotifier(workerGroupDao);
+        WorkerGroupChangeNotifier workerGroupChangeNotifier = new WorkerGroupChangeNotifier(
+                new MasterConfig(),
+                workerGroupDao,
+                new MockTransactionTemplate());
 
         WorkerGroup workerGroup1 = WorkerGroup.builder()
                 .name("workerGroup1")
@@ -156,4 +168,11 @@ public void onWorkerGroupChange(List<WorkerGroup> workerGroups) {
         assertThat(workerGroupDeleted.get()).isFalse();
         assertThat(workerGroupChangeNotifier.getWorkerGroupMap()).containsEntry("workerGroup1", updatedWorkerGroup1);
     }
+
+    public static class MockTransactionTemplate extends TransactionTemplate {
+
+        public <T> T execute(final TransactionCallback<T> action) {
+            return action.doInTransaction(null);
+        }
+    }
 }