diff --git a/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/AirflowScheduleEngine.java b/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/AirflowScheduleEngine.java
index 792307e6aeb..2c425410c71 100644
--- a/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/AirflowScheduleEngine.java
+++ b/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/AirflowScheduleEngine.java
@@ -96,9 +96,10 @@ private void initConnection() throws Exception {
         AirflowResponse<AirflowConnection> response = serverClient.sendRequest(
                 new AirflowConnectionGetter(airflowConfig.getConnectionId()));
         if (!response.isSuccess()) {
+            String[] urlInfo = airflowConfig.getManagerUrl().split(":");
             AirflowConnection newConn = new AirflowConnection(airflowConfig.getConnectionId(), "HTTP", "",
-                    airflowConfig.getHost(), airflowConfig.getInlongUsername(), SUBMIT_OFFLINE_JOB_URI,
-                    airflowConfig.getPort(), airflowConfig.getInlongPassword(), "");
+                    urlInfo[0], airflowConfig.getInlongUsername(), SUBMIT_OFFLINE_JOB_URI,
+                    Integer.parseInt(urlInfo[1]), airflowConfig.getInlongPassword(), "");
             response = serverClient.sendRequest(new AirflowConnectionCreator(newConn));
             LOGGER.info("AirflowConnection registration response: {}", response.toString());
             if (!response.isSuccess()) {
diff --git a/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/config/AirflowConfig.java b/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/config/AirflowConfig.java
index 489712abe9e..fe3d9d64191 100644
--- a/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/config/AirflowConfig.java
+++ b/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/airflow/config/AirflowConfig.java
@@ -38,11 +38,8 @@
 @EqualsAndHashCode(callSuper = true)
 public class AirflowConfig extends ClientConfiguration {
 
-    @Value("${schedule.engine.inlong.manager.host:127.0.0.1}")
-    private String host;
-
-    @Value("${server.port:8083}")
-    private int port;
+    @Value("${schedule.engine.inlong.manager.url:127.0.0.1:8083}")
+    private String managerUrl;
 
     @Value("${default.admin.user:admin}")
     private String inlongUsername;
diff --git a/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/dolphinscheduler/DolphinScheduleEngine.java b/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/dolphinscheduler/DolphinScheduleEngine.java
index 5123068eab9..79e560314f9 100644
--- a/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/dolphinscheduler/DolphinScheduleEngine.java
+++ b/inlong-manager/manager-schedule/src/main/java/org/apache/inlong/manager/schedule/dolphinscheduler/DolphinScheduleEngine.java
@@ -56,10 +56,10 @@ public class DolphinScheduleEngine implements ScheduleEngine {
 
     private static final Logger LOGGER = LoggerFactory.getLogger(DolphinScheduleEngine.class);
 
-    @Value("${schedule.engine.inlong.manager.host:127.0.0.1}")
-    private String host;
+    @Value("${schedule.engine.inlong.manager.host:127.0.0.1:8083}")
+    private String managerUrl;
 
-    @Value("${server.port:8083}")
+    private String host;
     private int port;
 
     @Value("${default.admin.user:admin}")
@@ -84,6 +84,9 @@ public class DolphinScheduleEngine implements ScheduleEngine {
     @PostConstruct
     public void init() {
         this.projectBaseUrl = dolphinUrl + DS_PROJECT_URL;
+        String[] urlInfo = managerUrl.split(":");
+        this.host = urlInfo[0];
+        this.port = Integer.parseInt(urlInfo[1]);
     }
 
     public DolphinScheduleEngine(String host, int port, String username, String password, String dolphinUrl,
diff --git a/inlong-manager/manager-web/src/main/resources/application-dev.properties b/inlong-manager/manager-web/src/main/resources/application-dev.properties
index 39900e1fdb2..f3643d92f53 100644
--- a/inlong-manager/manager-web/src/main/resources/application-dev.properties
+++ b/inlong-manager/manager-web/src/main/resources/application-dev.properties
@@ -110,8 +110,8 @@ dirty.log.clean.interval.minutes=5
 dirty.log.retention.minutes=10
 dirty.log.db.table=inlong_iceberg::dirty_data_achive_iceberg
 
-# Please confirm it is the actual address of manager
-schedule.engine.inlong.manager.host=
+# Inlong Manager URL accessible by the scheduler
+schedule.engine.inlong.manager.url=127.0.0.1:8083
 
 # DolphinScheduler related config
 schedule.engine.dolphinscheduler.url=
diff --git a/inlong-manager/manager-web/src/main/resources/application-prod.properties b/inlong-manager/manager-web/src/main/resources/application-prod.properties
index 4de0f65d206..ad73bf5ee33 100644
--- a/inlong-manager/manager-web/src/main/resources/application-prod.properties
+++ b/inlong-manager/manager-web/src/main/resources/application-prod.properties
@@ -101,8 +101,8 @@ dirty.log.clean.interval.minutes=5
 dirty.log.retention.minutes=10
 dirty.log.db.table=inlong_iceberg::dirty_data_achive_iceberg
 
-# Please confirm it is the actual address of manager
-schedule.engine.inlong.manager.host=
+# Inlong Manager URL accessible by the scheduler
+schedule.engine.inlong.manager.url=127.0.0.1:8083
 
 # DolphinScheduler related config
 schedule.engine.dolphinscheduler.url=
diff --git a/inlong-manager/manager-web/src/main/resources/application-test.properties b/inlong-manager/manager-web/src/main/resources/application-test.properties
index 96e33e5fd43..b80c4dd4295 100644
--- a/inlong-manager/manager-web/src/main/resources/application-test.properties
+++ b/inlong-manager/manager-web/src/main/resources/application-test.properties
@@ -102,8 +102,8 @@ dirty.log.clean.interval.minutes=5
 dirty.log.retention.minutes=10
 dirty.log.db.table=inlong_iceberg::dirty_data_achive_iceberg
 
-# Please confirm it is the actual address of manager
-schedule.engine.inlong.manager.host=
+# Inlong Manager URL accessible by the scheduler
+schedule.engine.inlong.manager.url=127.0.0.1:8083
 
 # DolphinScheduler related config
 schedule.engine.dolphinscheduler.url=