diff --git a/docs/docs/en/guide/upgrade/incompatible.md b/docs/docs/en/guide/upgrade/incompatible.md
index 12dd7fa356..12152c58a1 100644
--- a/docs/docs/en/guide/upgrade/incompatible.md
+++ b/docs/docs/en/guide/upgrade/incompatible.md
@@ -35,4 +35,5 @@ This document records the incompatible updates between each version. You need to
 * Remove the `Data Quality` module ([#16794])(https://github.com/apache/dolphinscheduler/pull/16794)
 * Remove the `registry-disconnect-strategy` in `application.yaml` ([#16821])(https://github.com/apache/dolphinscheduler/pull/16821)
 * Remove `exec-threads` in worker's `application.yaml`, please use `physical-task-config`;Remove `master-async-task-executor-thread-pool-size` in master's `application.yaml`, please use `logic-task-config` ([#16790])(https://github.com/apache/dolphinscheduler/pull/16790)
+* Drop unused column `other_params_json` in `t_ds_worker_group` ([#16860])(https://github.com/apache/dolphinscheduler/pull/16860)
 
diff --git a/docs/docs/zh/guide/upgrade/incompatible.md b/docs/docs/zh/guide/upgrade/incompatible.md
index 412a66e4b3..530e006c9c 100644
--- a/docs/docs/zh/guide/upgrade/incompatible.md
+++ b/docs/docs/zh/guide/upgrade/incompatible.md
@@ -33,4 +33,5 @@
 * 移除 `数据质量` 模块  ([#16794])(https://github.com/apache/dolphinscheduler/pull/16794)
 * 在`application.yaml`中移除`registry-disconnect-strategy`配置 ([#16821])(https://github.com/apache/dolphinscheduler/pull/16821)
 * 在worker的`application.yaml`中移除`exec-threads`，使用`physical-task-config`替代;在master的`application.yaml`中移除`master-async-task-executor-thread-pool-size`使用`logic-task-config`替代 ([#16790])(https://github.com/apache/dolphinscheduler/pull/16790)
+* 在`t_ds_worker_group` 表中移除 无用的`other_params_json`字段 ([#16860])(https://github.com/apache/dolphinscheduler/pull/16860)
 
diff --git a/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/cases/WorkerGroupAPITest.java b/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/cases/WorkerGroupAPITest.java
index bf63d23392..36cb88ccb8 100644
--- a/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/cases/WorkerGroupAPITest.java
+++ b/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/cases/WorkerGroupAPITest.java
@@ -75,8 +75,12 @@ public class WorkerGroupAPITest {
     @Test
     @Order(1)
     public void testSaveWorkerGroup() {
-        HttpResponse saveWorkerGroupHttpResponse = workerGroupPage
-                .saveWorkerGroup(loginUser, 1, "test_worker_group", "10.5.0.5:1234", "test", null);
+        HttpResponse saveWorkerGroupHttpResponse = workerGroupPage.saveWorkerGroup(
+                loginUser,
+                0,
+                "test_worker_group",
+                "10.5.0.5:1234",
+                "test");
         Assertions.assertTrue(saveWorkerGroupHttpResponse.getBody().getSuccess());
 
         HttpResponse queryAllWorkerGroupsResponse = workerGroupPage.queryAllWorkerGroups(loginUser);
diff --git a/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/pages/security/WorkerGroupPage.java b/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/pages/security/WorkerGroupPage.java
index 6ea77b743a..1d2c911969 100644
--- a/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/pages/security/WorkerGroupPage.java
+++ b/dolphinscheduler-api-test/dolphinscheduler-api-test-case/src/test/java/org/apache/dolphinscheduler/api/test/pages/security/WorkerGroupPage.java
@@ -32,15 +32,13 @@ public class WorkerGroupPage {
 
     private String sessionId;
 
-    public HttpResponse saveWorkerGroup(User loginUser, int id, String name, String addrList, String description,
-                                        String otherParamsJson) {
+    public HttpResponse saveWorkerGroup(User loginUser, int id, String name, String addrList, String description) {
         Map<String, Object> params = new HashMap<>();
         params.put("loginUser", loginUser);
         params.put("id", id);
         params.put("name", name);
         params.put("addrList", addrList);
         params.put("description", description);
-        params.put("otherParamsJson", otherParamsJson);
 
         Map<String, String> headers = new HashMap<>();
         headers.put(Constants.SESSION_ID_KEY, sessionId);
diff --git a/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/controller/WorkerGroupController.java b/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/controller/WorkerGroupController.java
index 8d025bd873..fb3212240a 100644
--- a/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/controller/WorkerGroupController.java
+++ b/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/controller/WorkerGroupController.java
@@ -29,6 +29,7 @@ import org.apache.dolphinscheduler.api.service.WorkerGroupService;
 import org.apache.dolphinscheduler.api.utils.Result;
 import org.apache.dolphinscheduler.common.constants.Constants;
 import org.apache.dolphinscheduler.dao.entity.User;
+import org.apache.dolphinscheduler.dao.entity.WorkerGroup;
 import org.apache.dolphinscheduler.plugin.task.api.utils.ParameterUtils;
 
 import java.util.Map;
@@ -51,16 +52,13 @@ import io.swagger.v3.oas.annotations.Parameters;
 import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.tags.Tag;
 
-/**
- * worker group controller
- */
 @Tag(name = "WORKER_GROUP_TAG")
 @RestController
 @RequestMapping("/worker-groups")
 public class WorkerGroupController extends BaseController {
 
     @Autowired
-    WorkerGroupService workerGroupService;
+    private WorkerGroupService workerGroupService;
 
     /**
      * create or update a worker group
@@ -77,21 +75,18 @@ public class WorkerGroupController extends BaseController {
             @Parameter(name = "name", description = "WORKER_GROUP_NAME", required = true, schema = @Schema(implementation = String.class)),
             @Parameter(name = "addrList", description = "WORKER_ADDR_LIST", required = true, schema = @Schema(implementation = String.class)),
             @Parameter(name = "description", description = "WORKER_DESC", required = false, schema = @Schema(implementation = String.class)),
-            @Parameter(name = "otherParamsJson", description = "WORKER_PARAMS_JSON", required = false, schema = @Schema(implementation = String.class)),
     })
     @PostMapping()
     @ResponseStatus(HttpStatus.OK)
     @ApiException(SAVE_ERROR)
     @OperatorLog(auditType = AuditType.WORKER_GROUP_CREATE)
-    public Result saveWorkerGroup(@Parameter(hidden = true) @RequestAttribute(value = Constants.SESSION_USER) User loginUser,
-                                  @RequestParam(value = "id", required = false, defaultValue = "0") int id,
-                                  @RequestParam(value = "name") String name,
-                                  @RequestParam(value = "addrList") String addrList,
-                                  @RequestParam(value = "description", required = false, defaultValue = "") String description,
-                                  @RequestParam(value = "otherParamsJson", required = false, defaultValue = "") String otherParamsJson) {
-        Map<String, Object> result =
-                workerGroupService.saveWorkerGroup(loginUser, id, name, addrList, description, otherParamsJson);
-        return returnDataList(result);
+    public Result<WorkerGroup> saveWorkerGroup(@Parameter(hidden = true) @RequestAttribute(value = Constants.SESSION_USER) User loginUser,
+                                               @RequestParam(value = "id", required = false, defaultValue = "0") int id,
+                                               @RequestParam(value = "name") String name,
+                                               @RequestParam(value = "addrList") String addrList,
+                                               @RequestParam(value = "description", required = false, defaultValue = "") String description) {
+        final WorkerGroup workerGroup = workerGroupService.saveWorkerGroup(loginUser, id, name, addrList, description);
+        return Result.success(workerGroup);
     }
 
     /**
diff --git a/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/WorkerGroupService.java b/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/WorkerGroupService.java
index 9ef215b65d..13cd3c3e35 100644
--- a/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/WorkerGroupService.java
+++ b/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/WorkerGroupService.java
@@ -19,6 +19,7 @@ package org.apache.dolphinscheduler.api.service;
 
 import org.apache.dolphinscheduler.api.utils.Result;
 import org.apache.dolphinscheduler.dao.entity.User;
+import org.apache.dolphinscheduler.dao.entity.WorkerGroup;
 
 import java.util.List;
 import java.util.Map;
@@ -33,11 +34,9 @@ public interface WorkerGroupService {
      * @param name worker group name
      * @param addrList addr list
      * @param description   description
-     * @param otherParamsJson  otherParamsJson
      * @return create or update result code
      */
-    Map<String, Object> saveWorkerGroup(User loginUser, int id, String name, String addrList, String description,
-                                        String otherParamsJson);
+    WorkerGroup saveWorkerGroup(User loginUser, int id, String name, String addrList, String description);
 
     /**
      * Query worker group paging
diff --git a/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/impl/WorkerGroupServiceImpl.java b/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/impl/WorkerGroupServiceImpl.java
index c55b868797..4173a0c9e4 100644
--- a/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/impl/WorkerGroupServiceImpl.java
+++ b/dolphinscheduler-api/src/main/java/org/apache/dolphinscheduler/api/service/impl/WorkerGroupServiceImpl.java
@@ -21,6 +21,7 @@ import static org.apache.dolphinscheduler.api.constants.ApiFuncIdentificationCon
 import static org.apache.dolphinscheduler.api.constants.ApiFuncIdentificationConstant.WORKER_GROUP_DELETE;
 
 import org.apache.dolphinscheduler.api.enums.Status;
+import org.apache.dolphinscheduler.api.exceptions.ServiceException;
 import org.apache.dolphinscheduler.api.service.WorkerGroupService;
 import org.apache.dolphinscheduler.api.utils.PageInfo;
 import org.apache.dolphinscheduler.api.utils.Result;
@@ -28,6 +29,7 @@ import org.apache.dolphinscheduler.common.constants.Constants;
 import org.apache.dolphinscheduler.common.enums.AuthorizationType;
 import org.apache.dolphinscheduler.common.enums.UserType;
 import org.apache.dolphinscheduler.common.enums.WorkflowExecutionStatus;
+import org.apache.dolphinscheduler.common.model.Server;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
 import org.apache.dolphinscheduler.dao.entity.EnvironmentWorkerGroupRelation;
 import org.apache.dolphinscheduler.dao.entity.Schedule;
@@ -42,9 +44,10 @@ import org.apache.dolphinscheduler.dao.mapper.WorkerGroupMapper;
 import org.apache.dolphinscheduler.dao.mapper.WorkflowDefinitionMapper;
 import org.apache.dolphinscheduler.dao.mapper.WorkflowInstanceMapper;
 import org.apache.dolphinscheduler.dao.utils.WorkerGroupUtils;
+import org.apache.dolphinscheduler.extract.base.client.Clients;
+import org.apache.dolphinscheduler.extract.master.IMasterContainerService;
 import org.apache.dolphinscheduler.registry.api.RegistryClient;
 import org.apache.dolphinscheduler.registry.api.enums.RegistryNodeType;
-import org.apache.dolphinscheduler.service.process.ProcessService;
 
 import org.apache.commons.collections4.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;
@@ -55,14 +58,13 @@ import java.util.Date;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-import java.util.Objects;
-import java.util.Optional;
 import java.util.Set;
 import java.util.stream.Collectors;
 
 import lombok.extern.slf4j.Slf4j;
 
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.dao.DuplicateKeyException;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -85,9 +87,6 @@ public class WorkerGroupServiceImpl extends BaseServiceImpl implements WorkerGro
     @Autowired
     private EnvironmentWorkerGroupRelationMapper environmentWorkerGroupRelationMapper;
 
-    @Autowired
-    private ProcessService processService;
-
     @Autowired
     private ScheduleMapper scheduleMapper;
 
@@ -107,89 +106,53 @@ public class WorkerGroupServiceImpl extends BaseServiceImpl implements WorkerGro
      * @return create or update result code
      */
     @Override
-    @Transactional
-    public Map<String, Object> saveWorkerGroup(User loginUser, int id, String name, String addrList, String description,
-                                               String otherParamsJson) {
+    public WorkerGroup saveWorkerGroup(User loginUser,
+                                       int id,
+                                       String name,
+                                       String addrList,
+                                       String description) {
         Map<String, Object> result = new HashMap<>();
         if (!canOperatorPermissions(loginUser, null, AuthorizationType.WORKER_GROUP, WORKER_GROUP_CREATE)) {
-            putMsg(result, Status.USER_NO_OPERATION_PERM);
-            return result;
+            // todo: add permission exception
+            throw new ServiceException(Status.USER_NO_OPERATION_PERM);
         }
         if (StringUtils.isEmpty(name)) {
-            log.warn("Parameter name can ot be null.");
-            putMsg(result, Status.NAME_NULL);
-            return result;
+            throw new ServiceException(Status.NAME_NULL);
         }
-        Date now = new Date();
-        WorkerGroup workerGroup = null;
-        if (id != 0) {
-            workerGroup = workerGroupMapper.selectById(id);
-            if (Objects.nonNull(workerGroup) && !workerGroup.getName().equals(name)) {
-                if (checkWorkerGroupDependencies(workerGroup, result)) {
-                    return result;
+        checkWorkerGroupAddrList(addrList);
+        final Date now = new Date();
+        final WorkerGroup workerGroup;
+        try {
+            if (id == 0) {
+                // insert
+                workerGroup = new WorkerGroup();
+                workerGroup.setCreateTime(now);
+                workerGroup.setName(name);
+                workerGroup.setAddrList(addrList);
+                workerGroup.setUpdateTime(now);
+                workerGroup.setDescription(description);
+                workerGroupMapper.insert(workerGroup);
+            } else {
+                workerGroup = workerGroupMapper.selectById(id);
+                if (workerGroup == null) {
+                    throw new ServiceException(Status.WORKER_GROUP_NOT_EXIST, id);
                 }
+                // todo: Can we update the worker name?
+                if (!workerGroup.getName().equals(name)) {
+                    checkWorkerGroupDependencies(workerGroup, result);
+                }
+                workerGroup.setName(name);
+                workerGroup.setAddrList(addrList);
+                workerGroup.setUpdateTime(now);
+                workerGroup.setDescription(description);
+                workerGroupMapper.updateById(workerGroup);
+                log.info("Update worker group: {} success .", workerGroup);
             }
+            boardCastToMasterThatWorkerGroupChanged();
+            return workerGroup;
+        } catch (DuplicateKeyException duplicateKeyException) {
+            throw new ServiceException(Status.NAME_EXIST, name);
         }
-        if (workerGroup == null) {
-            workerGroup = new WorkerGroup();
-            workerGroup.setCreateTime(now);
-        }
-
-        workerGroup.setName(name);
-        workerGroup.setAddrList(addrList);
-        workerGroup.setUpdateTime(now);
-        workerGroup.setDescription(description);
-
-        if (checkWorkerGroupNameExists(workerGroup)) {
-            log.warn("Worker group with the same name already exists, name:{}.", workerGroup.getName());
-            putMsg(result, Status.NAME_EXIST, workerGroup.getName());
-            return result;
-        }
-        String invalidAddr = checkWorkerGroupAddrList(workerGroup);
-        if (invalidAddr != null) {
-            log.warn("Worker group address is invalid, invalidAddr:{}.", invalidAddr);
-            putMsg(result, Status.WORKER_ADDRESS_INVALID, invalidAddr);
-            return result;
-        }
-
-        handleDefaultWorkGroup(workerGroupMapper, workerGroup, loginUser, otherParamsJson);
-        log.info("Worker group save complete, workerGroupName:{}.", workerGroup.getName());
-        putMsg(result, Status.SUCCESS);
-        result.put(Constants.DATA_LIST, workerGroup);
-        return result;
-    }
-
-    protected void handleDefaultWorkGroup(WorkerGroupMapper workerGroupMapper, WorkerGroup workerGroup, User loginUser,
-                                          String otherParamsJson) {
-        if (workerGroup.getId() != null) {
-            workerGroupMapper.updateById(workerGroup);
-        } else {
-            workerGroupMapper.insert(workerGroup);
-        }
-    }
-
-    /**
-     * check worker group name exists
-     *
-     * @param workerGroup worker group
-     * @return boolean
-     */
-    private boolean checkWorkerGroupNameExists(WorkerGroup workerGroup) {
-        // check database
-        List<WorkerGroup> workerGroupList = workerGroupMapper.queryWorkerGroupByName(workerGroup.getName());
-        if (CollectionUtils.isNotEmpty(workerGroupList)) {
-            // create group, the same group name exists in the database
-            if (workerGroup.getId() == null) {
-                return true;
-            }
-            // update group, the database exists with the same group name except itself
-            Optional<WorkerGroup> sameNameWorkGroupOptional = workerGroupList.stream()
-                    .filter(group -> !Objects.equals(group.getId(), workerGroup.getId())).findFirst();
-            if (sameNameWorkGroupOptional.isPresent()) {
-                return true;
-            }
-        }
-        return false;
     }
 
     /**
@@ -240,23 +203,16 @@ public class WorkerGroupServiceImpl extends BaseServiceImpl implements WorkerGro
         return false;
     }
 
-    /**
-     * check worker group addr list
-     *
-     * @param workerGroup worker group
-     * @return boolean
-     */
-    private String checkWorkerGroupAddrList(WorkerGroup workerGroup) {
-        if (Strings.isNullOrEmpty(workerGroup.getAddrList())) {
-            return null;
+    private void checkWorkerGroupAddrList(String workerGroupAddress) {
+        if (Strings.isNullOrEmpty(workerGroupAddress)) {
+            return;
         }
         Map<String, String> serverMaps = registryClient.getServerMaps(RegistryNodeType.WORKER);
-        for (String addr : workerGroup.getAddrList().split(Constants.COMMA)) {
+        for (String addr : workerGroupAddress.split(Constants.COMMA)) {
             if (!serverMaps.containsKey(addr)) {
-                return addr;
+                throw new ServiceException(Status.WORKER_ADDRESS_INVALID);
             }
         }
-        return null;
     }
 
     /**
@@ -438,4 +394,20 @@ public class WorkerGroupServiceImpl extends BaseServiceImpl implements WorkerGro
                 Schedule::getWorkerGroup));
     }
 
+    private void boardCastToMasterThatWorkerGroupChanged() {
+        final List<Server> masters = registryClient.getServerList(RegistryNodeType.MASTER);
+        if (CollectionUtils.isEmpty(masters)) {
+            return;
+        }
+        for (Server master : masters) {
+            try {
+                Clients.withService(IMasterContainerService.class)
+                        .withHost(master.getHost() + ":" + master.getPort())
+                        .refreshWorkerGroup();
+            } catch (Exception e) {
+                log.error("Broadcast to master: {} that worker group changed failed", master, e);
+            }
+        }
+    }
+
 }
diff --git a/dolphinscheduler-api/src/test/java/org/apache/dolphinscheduler/api/service/WorkerGroupServiceTest.java b/dolphinscheduler-api/src/test/java/org/apache/dolphinscheduler/api/service/WorkerGroupServiceTest.java
index 5cce297d8a..86ea324fd6 100644
--- a/dolphinscheduler-api/src/test/java/org/apache/dolphinscheduler/api/service/WorkerGroupServiceTest.java
+++ b/dolphinscheduler-api/src/test/java/org/apache/dolphinscheduler/api/service/WorkerGroupServiceTest.java
@@ -17,9 +17,12 @@
 
 package org.apache.dolphinscheduler.api.service;
 
+import static org.apache.dolphinscheduler.api.AssertionsHelper.assertDoesNotThrow;
+import static org.apache.dolphinscheduler.api.AssertionsHelper.assertThrowsServiceException;
 import static org.apache.dolphinscheduler.api.constants.ApiFuncIdentificationConstant.WORKER_GROUP_CREATE;
 import static org.apache.dolphinscheduler.api.constants.ApiFuncIdentificationConstant.WORKER_GROUP_DELETE;
 import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.Mockito.when;
 
 import org.apache.dolphinscheduler.api.enums.Status;
 import org.apache.dolphinscheduler.api.permission.ResourcePermissionCheckService;
@@ -40,7 +43,6 @@ import org.apache.dolphinscheduler.dao.mapper.WorkerGroupMapper;
 import org.apache.dolphinscheduler.dao.mapper.WorkflowInstanceMapper;
 import org.apache.dolphinscheduler.registry.api.RegistryClient;
 import org.apache.dolphinscheduler.registry.api.enums.RegistryNodeType;
-import org.apache.dolphinscheduler.service.process.ProcessService;
 
 import java.util.ArrayList;
 import java.util.HashMap;
@@ -60,6 +62,7 @@ import org.mockito.junit.jupiter.MockitoSettings;
 import org.mockito.quality.Strictness;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import org.springframework.dao.DuplicateKeyException;
 
 @ExtendWith(MockitoExtension.class)
 @MockitoSettings(strictness = Strictness.LENIENT)
@@ -78,9 +81,6 @@ public class WorkerGroupServiceTest {
     @Mock
     private WorkflowInstanceMapper workflowInstanceMapper;
 
-    @Mock
-    private ProcessService processService;
-
     @Mock
     private RegistryClient registryClient;
 
@@ -109,85 +109,78 @@ public class WorkerGroupServiceTest {
     @Test
     public void giveNoPermission_whenSaveWorkerGroup_expectNoOperation() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_CREATE, baseServiceLogger)).thenReturn(false);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(false);
-        Map<String, Object> result =
-                workerGroupService.saveWorkerGroup(loginUser, 1, GROUP_NAME, "localhost:0000", "test group", "");
-        Assertions.assertEquals(Status.USER_NO_OPERATION_PERM.getCode(),
-                ((Status) result.get(Constants.STATUS)).getCode());
+        assertThrowsServiceException(Status.USER_NO_OPERATION_PERM, () -> {
+            workerGroupService.saveWorkerGroup(loginUser, 1, GROUP_NAME, "localhost:0000", "test group");
+        });
     }
 
     @Test
     public void giveNullName_whenSaveWorkerGroup_expectNAME_NULL() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_CREATE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
-        Map<String, Object> result =
-                workerGroupService.saveWorkerGroup(loginUser, 1, "", "localhost:0000", "test group", "");
-        Assertions.assertEquals(Status.NAME_NULL.getCode(),
-                ((Status) result.get(Constants.STATUS)).getCode());
+        assertThrowsServiceException(Status.NAME_NULL, () -> {
+            workerGroupService.saveWorkerGroup(loginUser, 1, "", "localhost:0000", "test group");
+        });
     }
 
     @Test
     public void giveSameUserName_whenSaveWorkerGroup_expectNAME_EXIST() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_CREATE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
-        Mockito.when(workerGroupMapper.selectById(1)).thenReturn(null);
-        List<WorkerGroup> workerGroupList = new ArrayList<WorkerGroup>();
-        workerGroupList.add(getWorkerGroup(1));
-        Mockito.when(workerGroupMapper.queryWorkerGroupByName(GROUP_NAME)).thenReturn(workerGroupList);
-
-        Map<String, Object> result =
-                workerGroupService.saveWorkerGroup(loginUser, 1, GROUP_NAME, "localhost:0000", "test group", "");
-        Assertions.assertEquals(Status.NAME_EXIST.getCode(),
-                ((Status) result.get(Constants.STATUS)).getCode());
+
+        Map<String, String> serverMaps = new HashMap<>();
+        serverMaps.put("localhost:0000", "");
+
+        when(registryClient.getServerMaps(RegistryNodeType.WORKER)).thenReturn(serverMaps);
+        when(workerGroupMapper.insert(Mockito.any())).thenThrow(DuplicateKeyException.class);
+        assertThrowsServiceException(Status.NAME_EXIST, () -> {
+            workerGroupService.saveWorkerGroup(loginUser, 0, GROUP_NAME, "localhost:0000", "test group");
+        });
     }
 
     @Test
     public void giveInvalidAddress_whenSaveWorkerGroup_expectADDRESS_INVALID() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_CREATE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
-        Mockito.when(workerGroupMapper.selectById(1)).thenReturn(null);
-        Mockito.when(workerGroupMapper.queryWorkerGroupByName(GROUP_NAME)).thenReturn(null);
+        when(workerGroupMapper.selectById(1)).thenReturn(null);
+        when(workerGroupMapper.queryWorkerGroupByName(GROUP_NAME)).thenReturn(null);
         Map<String, String> serverMaps = new HashMap<>();
         serverMaps.put("localhost1:0000", "");
-        Mockito.when(registryClient.getServerMaps(RegistryNodeType.WORKER)).thenReturn(serverMaps);
-
-        Map<String, Object> result =
-                workerGroupService.saveWorkerGroup(loginUser, 1, GROUP_NAME, "localhost:0000", "test group", "");
-        Assertions.assertEquals(Status.WORKER_ADDRESS_INVALID.getCode(),
-                ((Status) result.get(Constants.STATUS)).getCode());
+        when(registryClient.getServerMaps(RegistryNodeType.WORKER)).thenReturn(serverMaps);
+        assertThrowsServiceException(Status.WORKER_ADDRESS_INVALID, () -> {
+            workerGroupService.saveWorkerGroup(loginUser, 1, GROUP_NAME, "localhost:0000", "test group");
+        });
     }
 
     @Test
     public void giveValidWorkerGroup_whenSaveWorkerGroup_expectSuccess() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_CREATE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
 
-        Mockito.when(workerGroupMapper.selectById(1)).thenReturn(null);
-        Mockito.when(workerGroupMapper.queryWorkerGroupByName(GROUP_NAME)).thenReturn(null);
+        when(workerGroupMapper.queryWorkerGroupByName(GROUP_NAME)).thenReturn(null);
         Map<String, String> serverMaps = new HashMap<>();
         serverMaps.put("localhost:0000", "");
-        Mockito.when(registryClient.getServerMaps(RegistryNodeType.WORKER)).thenReturn(serverMaps);
-        Mockito.when(workerGroupMapper.insert(any())).thenReturn(1);
-
-        Map<String, Object> result =
-                workerGroupService.saveWorkerGroup(loginUser, 1, GROUP_NAME, "localhost:0000", "test group", "");
-        Assertions.assertEquals(Status.SUCCESS.getCode(),
-                ((Status) result.get(Constants.STATUS)).getCode());
+        when(registryClient.getServerMaps(RegistryNodeType.WORKER)).thenReturn(serverMaps);
+        when(workerGroupMapper.insert(any())).thenReturn(1);
+        assertDoesNotThrow(() -> {
+            workerGroupService.saveWorkerGroup(loginUser, 0, GROUP_NAME, "localhost:0000", "test group");
+        });
     }
 
     @Test
@@ -197,13 +190,13 @@ public class WorkerGroupServiceTest {
         ids.add(1);
         List<WorkerGroup> workerGroups = new ArrayList<>();
         workerGroups.add(getWorkerGroup(1));
-        Mockito.when(resourcePermissionCheckService.userOwnedResourceIdsAcquisition(AuthorizationType.WORKER_GROUP,
+        when(resourcePermissionCheckService.userOwnedResourceIdsAcquisition(AuthorizationType.WORKER_GROUP,
                 loginUser.getId(), serviceLogger)).thenReturn(ids);
-        Mockito.when(workerGroupMapper.selectBatchIds(ids)).thenReturn(workerGroups);
+        when(workerGroupMapper.selectBatchIds(ids)).thenReturn(workerGroups);
         Set<String> activeWorkerNodes = new HashSet<>();
         activeWorkerNodes.add("localhost:12345");
         activeWorkerNodes.add("localhost:23456");
-        Mockito.when(registryClient.getServerNodeSet(RegistryNodeType.WORKER)).thenReturn(activeWorkerNodes);
+        when(registryClient.getServerNodeSet(RegistryNodeType.WORKER)).thenReturn(activeWorkerNodes);
 
         Result result = workerGroupService.queryAllGroupPaging(loginUser, 1, 1, null);
         Assertions.assertEquals(result.getCode(), Status.SUCCESS.getCode());
@@ -219,11 +212,11 @@ public class WorkerGroupServiceTest {
     @Test
     public void giveNotExistsWorkerGroup_whenDeleteWorkerGroupById_expectNotExists() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_DELETE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
-        Mockito.when(workerGroupMapper.selectById(1)).thenReturn(null);
+        when(workerGroupMapper.selectById(1)).thenReturn(null);
 
         Map<String, Object> notExistResult = workerGroupService.deleteWorkerGroupById(loginUser, 1);
         Assertions.assertEquals(Status.DELETE_WORKER_GROUP_NOT_EXIST.getCode(),
@@ -233,19 +226,19 @@ public class WorkerGroupServiceTest {
     @Test
     public void giveRunningProcess_whenDeleteWorkerGroupById_expectFailed() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_DELETE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
         WorkerGroup workerGroup = getWorkerGroup(1);
-        Mockito.when(workerGroupMapper.selectById(1)).thenReturn(workerGroup);
+        when(workerGroupMapper.selectById(1)).thenReturn(workerGroup);
         WorkflowInstance workflowInstance = new WorkflowInstance();
         workflowInstance.setId(1);
         List<WorkflowInstance> workflowInstances = new ArrayList<WorkflowInstance>();
         workflowInstances.add(workflowInstance);
-        Mockito.when(workflowInstanceMapper.queryByWorkerGroupNameAndStatus(workerGroup.getName(),
+        when(workflowInstanceMapper.queryByWorkerGroupNameAndStatus(workerGroup.getName(),
                 WorkflowExecutionStatus.getNotTerminalStatus()))
-                .thenReturn(workflowInstances);
+                        .thenReturn(workflowInstances);
 
         Map<String, Object> deleteFailed = workerGroupService.deleteWorkerGroupById(loginUser, 1);
         Assertions.assertEquals(Status.DELETE_WORKER_GROUP_BY_ID_FAIL.getCode(),
@@ -255,23 +248,23 @@ public class WorkerGroupServiceTest {
     @Test
     public void giveValidParams_whenDeleteWorkerGroupById_expectSuccess() {
         User loginUser = getLoginUser();
-        Mockito.when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
+        when(resourcePermissionCheckService.operationPermissionCheck(AuthorizationType.WORKER_GROUP, 1,
                 WORKER_GROUP_DELETE, baseServiceLogger)).thenReturn(true);
-        Mockito.when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
+        when(resourcePermissionCheckService.resourcePermissionCheck(AuthorizationType.WORKER_GROUP, null, 1,
                 baseServiceLogger)).thenReturn(true);
         WorkerGroup workerGroup = getWorkerGroup(1);
-        Mockito.when(workerGroupMapper.selectById(1)).thenReturn(workerGroup);
-        Mockito.when(workflowInstanceMapper.queryByWorkerGroupNameAndStatus(workerGroup.getName(),
+        when(workerGroupMapper.selectById(1)).thenReturn(workerGroup);
+        when(workflowInstanceMapper.queryByWorkerGroupNameAndStatus(workerGroup.getName(),
                 WorkflowExecutionStatus.getNotTerminalStatus())).thenReturn(null);
 
-        Mockito.when(workerGroupMapper.deleteById(1)).thenReturn(1);
+        when(workerGroupMapper.deleteById(1)).thenReturn(1);
 
-        Mockito.when(environmentWorkerGroupRelationMapper.queryByWorkerGroupName(workerGroup.getName()))
+        when(environmentWorkerGroupRelationMapper.queryByWorkerGroupName(workerGroup.getName()))
                 .thenReturn(null);
 
-        Mockito.when(taskDefinitionMapper.selectList(Mockito.any())).thenReturn(null);
+        when(taskDefinitionMapper.selectList(Mockito.any())).thenReturn(null);
 
-        Mockito.when(scheduleMapper.selectList(Mockito.any())).thenReturn(null);
+        when(scheduleMapper.selectList(Mockito.any())).thenReturn(null);
 
         Map<String, Object> successResult = workerGroupService.deleteWorkerGroupById(loginUser, 1);
         Assertions.assertEquals(Status.SUCCESS.getCode(),
diff --git a/dolphinscheduler-dao/src/main/java/org/apache/dolphinscheduler/dao/entity/WorkerGroup.java b/dolphinscheduler-dao/src/main/java/org/apache/dolphinscheduler/dao/entity/WorkerGroup.java
index 3119a8dddd..df9077602e 100644
--- a/dolphinscheduler-dao/src/main/java/org/apache/dolphinscheduler/dao/entity/WorkerGroup.java
+++ b/dolphinscheduler-dao/src/main/java/org/apache/dolphinscheduler/dao/entity/WorkerGroup.java
@@ -52,6 +52,4 @@ public class WorkerGroup {
     @TableField(exist = false)
     private boolean systemDefault;
 
-    private String otherParamsJson;
-
 }
diff --git a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql
index f4cdb31f03..9beb2ffd9b 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_h2.sql
@@ -1015,7 +1015,6 @@ CREATE TABLE t_ds_worker_group
     create_time datetime NULL DEFAULT NULL,
     update_time datetime NULL DEFAULT NULL,
     description text NULL DEFAULT NULL,
-    other_params_json text NULL DEFAULT NULL,
     PRIMARY KEY (id),
     UNIQUE KEY name_unique (name)
 );
diff --git a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql
index 4a63f32e8e..7826be4846 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_mysql.sql
@@ -1012,7 +1012,6 @@ CREATE TABLE `t_ds_worker_group` (
   `create_time` datetime NULL DEFAULT NULL COMMENT 'create time',
   `update_time` datetime NULL DEFAULT NULL COMMENT 'update time',
   `description` text NULL DEFAULT NULL COMMENT 'description',
-  `other_params_json` text NULL DEFAULT NULL COMMENT 'other params json',
   PRIMARY KEY (`id`),
   UNIQUE KEY `name_unique` (`name`)
 ) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8 COLLATE = utf8_bin;
diff --git a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql
index f2a7aae44b..e31ba9184d 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/dolphinscheduler_postgresql.sql
@@ -926,7 +926,6 @@ CREATE TABLE t_ds_worker_group (
   create_time timestamp DEFAULT NULL ,
   update_time timestamp DEFAULT NULL ,
   description text  DEFAULT NULL,
-  other_params_json text  DEFAULT NULL,
   PRIMARY KEY (id) ,
   CONSTRAINT name_unique UNIQUE (name)
 ) ;
diff --git a/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/mysql/dolphinscheduler_ddl.sql b/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/mysql/dolphinscheduler_ddl.sql
index c78c33ea8a..935ece7ca8 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/mysql/dolphinscheduler_ddl.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/mysql/dolphinscheduler_ddl.sql
@@ -225,3 +225,22 @@ DROP PROCEDURE drop_data_quality_tables;
 
 ALTER TABLE `t_ds_workflow_definition` ADD KEY `idx_project_code` (`project_code`) USING BTREE;
 ALTER TABLE `t_ds_workflow_definition_log` ADD KEY `idx_project_code` (`project_code`) USING BTREE;
+
+-- drop_column_t_ds_worker_group other_params_json
+DROP PROCEDURE if EXISTS drop_column_t_ds_worker_group_other_params_json;
+delimiter d//
+CREATE PROCEDURE drop_column_t_ds_worker_group_other_params_json()
+BEGIN
+   IF EXISTS (SELECT 1 FROM information_schema.COLUMNS
+           WHERE TABLE_NAME='t_ds_worker_group'
+           AND TABLE_SCHEMA=(SELECT DATABASE())
+           AND COLUMN_NAME ='other_params_json')
+   THEN
+ALTER TABLE `t_ds_worker_group`
+    DROP COLUMN `other_params_json`;
+END IF;
+END;
+d//
+delimiter ;
+CALL drop_column_t_ds_worker_group_other_params_json;
+DROP PROCEDURE drop_column_t_ds_worker_group_other_params_json;
\ No newline at end of file
diff --git a/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/postgresql/dolphinscheduler_ddl.sql b/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/postgresql/dolphinscheduler_ddl.sql
index 31eaf8f645..9b9812033a 100644
--- a/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/postgresql/dolphinscheduler_ddl.sql
+++ b/dolphinscheduler-dao/src/main/resources/sql/upgrade/3.3.0_schema/postgresql/dolphinscheduler_ddl.sql
@@ -228,3 +228,22 @@ DROP FUNCTION IF EXISTS drop_data_quality_tables();
 
 create index workflow_definition_index_project_code on t_ds_workflow_definition (project_code);
 create index workflow_definition_log_index_project_code on t_ds_workflow_definition_log (project_code);
+
+-- drop_column_t_ds_worker_group other_params_json
+delimiter d//
+CREATE OR REPLACE FUNCTION drop_column_t_ds_worker_group_other_params_json() RETURNS void AS $$
+BEGIN
+      IF EXISTS (SELECT 1
+                  FROM information_schema.columns
+                  WHERE table_name = 't_ds_worker_group'
+                  AND column_name = 'other_params_json')
+      THEN
+ALTER TABLE t_ds_worker_group
+DROP COLUMN "other_params_json";
+END IF;
+END;
+$$ LANGUAGE plpgsql;
+d//
+
+select drop_column_t_ds_worker_group_other_params_json();
+DROP FUNCTION IF EXISTS drop_column_t_ds_worker_group_other_params_json();
\ No newline at end of file
diff --git a/dolphinscheduler-dao/src/test/java/org/apache/dolphinscheduler/dao/mapper/WorkerGroupMapperTest.java b/dolphinscheduler-dao/src/test/java/org/apache/dolphinscheduler/dao/mapper/WorkerGroupMapperTest.java
index afd474193a..84f140ff0b 100644
--- a/dolphinscheduler-dao/src/test/java/org/apache/dolphinscheduler/dao/mapper/WorkerGroupMapperTest.java
+++ b/dolphinscheduler-dao/src/test/java/org/apache/dolphinscheduler/dao/mapper/WorkerGroupMapperTest.java
@@ -65,7 +65,6 @@ public class WorkerGroupMapperTest extends BaseDaoTest {
         workerGroup.setCreateTime(new Date());
         workerGroup.setUpdateTime(new Date());
         workerGroup.setSystemDefault(true);
-        workerGroup.setOtherParamsJson("");
         workerGroup.setAddrList("localhost");
         workerGroupMapper.insert(workerGroup);
         return workerGroup;
diff --git a/dolphinscheduler-extract/dolphinscheduler-extract-master/src/main/java/org/apache/dolphinscheduler/extract/master/IMasterContainerService.java b/dolphinscheduler-extract/dolphinscheduler-extract-master/src/main/java/org/apache/dolphinscheduler/extract/master/IMasterContainerService.java
new file mode 100644
index 0000000000..d14f02c047
--- /dev/null
+++ b/dolphinscheduler-extract/dolphinscheduler-extract-master/src/main/java/org/apache/dolphinscheduler/extract/master/IMasterContainerService.java
@@ -0,0 +1,29 @@
+/*
+ * 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.extract.master;
+
+import org.apache.dolphinscheduler.extract.base.RpcMethod;
+import org.apache.dolphinscheduler.extract.base.RpcService;
+
+@RpcService
+public interface IMasterContainerService {
+
+    @RpcMethod
+    void refreshWorkerGroup();
+
+}
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 41c5fe0f9d..827ebfc576 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
@@ -70,9 +70,9 @@ public class WorkerGroupChangeNotifier {
         listeners.add(listener);
     }
 
-    void detectWorkerGroupChanges() {
+    public synchronized void detectWorkerGroupChanges() {
         try {
-            MapComparator<String, WorkerGroup> mapComparator = detectChangedWorkerGroups();
+            final MapComparator<String, WorkerGroup> mapComparator = detectChangedWorkerGroups();
             triggerListeners(mapComparator);
             workerGroupMap = mapComparator.getNewMap();
         } catch (Exception ex) {
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/config/MasterConfig.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/config/MasterConfig.java
index 76be92e36c..25f42a8985 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/config/MasterConfig.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/config/MasterConfig.java
@@ -57,7 +57,7 @@ public class MasterConfig implements Validator {
 
     private MasterServerLoadProtection serverLoadProtection = new MasterServerLoadProtection();
 
-    private Duration workerGroupRefreshInterval = Duration.ofSeconds(10L);
+    private Duration workerGroupRefreshInterval = Duration.ofMinutes(5);
 
     private CommandFetchStrategy commandFetchStrategy = new CommandFetchStrategy();
 
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/rpc/MasterContainerService.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/rpc/MasterContainerService.java
new file mode 100644
index 0000000000..f42d93a731
--- /dev/null
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/rpc/MasterContainerService.java
@@ -0,0 +1,39 @@
+/*
+ * 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.rpc;
+
+import org.apache.dolphinscheduler.extract.master.IMasterContainerService;
+import org.apache.dolphinscheduler.server.master.cluster.WorkerGroupChangeNotifier;
+
+import lombok.extern.slf4j.Slf4j;
+
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+
+@Slf4j
+@Component
+public class MasterContainerService implements IMasterContainerService {
+
+    @Autowired
+    private WorkerGroupChangeNotifier workerGroupChangeNotifier;
+
+    @Override
+    public void refreshWorkerGroup() {
+        workerGroupChangeNotifier.detectWorkerGroupChanges();
+    }
+}
diff --git a/dolphinscheduler-master/src/main/resources/application.yaml b/dolphinscheduler-master/src/main/resources/application.yaml
index 1233d99acc..bb402a1ed8 100644
--- a/dolphinscheduler-master/src/main/resources/application.yaml
+++ b/dolphinscheduler-master/src/main/resources/application.yaml
@@ -101,7 +101,7 @@ master:
     max-system-memory-usage-percentage-thresholds: 0.7
     # Master max disk usage , when the master's disk usage is smaller then this value, master server can execute workflow.
     max-disk-usage-percentage-thresholds: 0.7
-  worker-group-refresh-interval: 10s
+  worker-group-refresh-interval: 5m
   command-fetch-strategy:
     type: ID_SLOT_BASED
     config: