diff --git a/dolphinscheduler-master/src/main/resources/logback-spring.xml b/dolphinscheduler-master/src/main/resources/logback-spring.xml
index 86bad555ef..efe5d78b73 100644
--- a/dolphinscheduler-master/src/main/resources/logback-spring.xml
+++ b/dolphinscheduler-master/src/main/resources/logback-spring.xml
@@ -23,7 +23,7 @@
     <appender name="STDOUT" class="ch.qos.logback.core.ConsoleAppender">
         <encoder>
             <pattern>
-                [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - [WorkflowInstance-%X{workflowInstanceId:-0}][TaskInstance-%X{taskInstanceId:-0}] - %msg%n
+                [WI-%X{workflowInstanceId:-0}][TI-%X{taskInstanceId:-0}] - [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - %msg%n
             </pattern>
             <charset>UTF-8</charset>
         </encoder>
@@ -61,7 +61,7 @@
         </rollingPolicy>
         <encoder>
             <pattern>
-                [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - [WorkflowInstance-%X{workflowInstanceId:-0}][TaskInstance-%X{taskInstanceId:-0}] - %msg%n
+                [WI-%X{workflowInstanceId:-0}][TI-%X{taskInstanceId:-0}] - [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - %msg%n
             </pattern>
             <charset>UTF-8</charset>
         </encoder>
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/WorkerServer.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/WorkerServer.java
index c8f07884ec..082d784aab 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/WorkerServer.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/WorkerServer.java
@@ -43,16 +43,12 @@ import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
-import org.springframework.boot.autoconfigure.jdbc.DataSourceAutoConfiguration;
 import org.springframework.context.annotation.ComponentScan;
-import org.springframework.context.annotation.FilterType;
 import org.springframework.transaction.annotation.EnableTransactionManagement;
 
 @SpringBootApplication
 @EnableTransactionManagement
-@ComponentScan(basePackages = "org.apache.dolphinscheduler", excludeFilters = {
-        @ComponentScan.Filter(type = FilterType.ASSIGNABLE_TYPE, value = DataSourceAutoConfiguration.class)
-})
+@ComponentScan(basePackages = "org.apache.dolphinscheduler")
 @Slf4j
 public class WorkerServer implements IStoppable {
 
diff --git a/dolphinscheduler-worker/src/main/resources/application.yaml b/dolphinscheduler-worker/src/main/resources/application.yaml
index d8587d48f0..5cab5867c7 100644
--- a/dolphinscheduler-worker/src/main/resources/application.yaml
+++ b/dolphinscheduler-worker/src/main/resources/application.yaml
@@ -20,6 +20,9 @@ spring:
   jackson:
     time-zone: UTC
     date-format: "yyyy-MM-dd HH:mm:ss"
+  autoconfigure:
+    exclude:
+      - org.springframework.boot.autoconfigure.jdbc.DataSourceAutoConfiguration
 
 registry:
   type: zookeeper
diff --git a/dolphinscheduler-worker/src/main/resources/logback-spring.xml b/dolphinscheduler-worker/src/main/resources/logback-spring.xml
index a5172ae817..46a69f2239 100644
--- a/dolphinscheduler-worker/src/main/resources/logback-spring.xml
+++ b/dolphinscheduler-worker/src/main/resources/logback-spring.xml
@@ -23,7 +23,7 @@
     <appender name="STDOUT" class="ch.qos.logback.core.ConsoleAppender">
         <encoder>
             <pattern>
-                [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - [WorkflowInstance-%X{workflowInstanceId:-0}][TaskInstance-%X{taskInstanceId:-0}] - %msg%n
+                [WI-%X{workflowInstanceId:-0}][TI-%X{taskInstanceId:-0}] - [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - %msg%n
             </pattern>
             <charset>UTF-8</charset>
         </encoder>
@@ -61,7 +61,7 @@
         </rollingPolicy>
         <encoder>
             <pattern>
-                [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - [WorkflowInstance-%X{workflowInstanceId:-0}][TaskInstance-%X{taskInstanceId:-0}] - %msg%n
+                [WI-%X{workflowInstanceId:-0}][TI-%X{taskInstanceId:-0}] - [%level] %date{yyyy-MM-dd HH:mm:ss.SSS Z} %logger{96}:[%line] - %msg%n
             </pattern>
             <charset>UTF-8</charset>
         </encoder>