diff --git a/.github/workflows/ci_ut.yml b/.github/workflows/ci_ut.yml
index f7f6e1cf57..0246aaf80e 100644
--- a/.github/workflows/ci_ut.yml
+++ b/.github/workflows/ci_ut.yml
@@ -64,7 +64,7 @@ jobs:
       - name: Compile
         run: |
           export MAVEN_OPTS='-Dmaven.repo.local=.m2/repository -XX:+TieredCompilation -XX:TieredStopAtLevel=1 -XX:+CMSClassUnloadingEnabled -XX:+UseConcMarkSweepGC -XX:-UseGCOverheadLimit -Xmx5g'
-          mvn test -B -Dmaven.test.skip=false
+          mvn clean verify -B -Dmaven.test.skip=false
       - name: Upload coverage report to codecov
         run: |
           CODECOV_TOKEN="09c2663f-b091-4258-8a47-c981827eb29a" bash <(curl -s https://codecov.io/bash)
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-dingtalk/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-dingtalk/pom.xml
index 84b39b2d87..cb2d7fba13 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-dingtalk/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-dingtalk/pom.xml
@@ -68,6 +68,13 @@
             <type>jar</type>
             <scope>test</scope>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-email/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-email/pom.xml
index 492a621da2..74dedf4e0f 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-email/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-email/pom.xml
@@ -118,6 +118,13 @@
                 </exclusion>
             </exclusions>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-feishu/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-feishu/pom.xml
index 8155435764..ef47874c36 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-feishu/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-feishu/pom.xml
@@ -68,6 +68,13 @@
             <type>jar</type>
             <scope>test</scope>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-http/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-http/pom.xml
index aff9388182..83c4d41f7f 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-http/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-http/pom.xml
@@ -62,6 +62,13 @@
             <type>jar</type>
             <scope>test</scope>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-script/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-script/pom.xml
index 0088cc85fd..eb64e25787 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-script/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-script/pom.xml
@@ -64,6 +64,13 @@
             <type>jar</type>
             <scope>test</scope>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-slack/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-slack/pom.xml
index 5fe7f77680..3b1d8067e6 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-slack/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-slack/pom.xml
@@ -69,6 +69,13 @@
             <type>jar</type>
             <scope>test</scope>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-wechat/pom.xml b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-wechat/pom.xml
index 4b94f18077..fccf0e28da 100644
--- a/dolphinscheduler-alert-plugin/dolphinscheduler-alert-wechat/pom.xml
+++ b/dolphinscheduler-alert-plugin/dolphinscheduler-alert-wechat/pom.xml
@@ -64,6 +64,13 @@
              <scope>test</scope>
          </dependency>
 
+         <dependency>
+             <groupId>org.jacoco</groupId>
+             <artifactId>org.jacoco.agent</artifactId>
+             <classifier>runtime</classifier>
+             <scope>test</scope>
+         </dependency>
+
      </dependencies>
 
     <build>
diff --git a/dolphinscheduler-alert/pom.xml b/dolphinscheduler-alert/pom.xml
index 0007da1276..cf586c38d0 100644
--- a/dolphinscheduler-alert/pom.xml
+++ b/dolphinscheduler-alert/pom.xml
@@ -108,6 +108,13 @@
                 </exclusion>
             </exclusions>
         </dependency>
+
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
 </project>
diff --git a/dolphinscheduler-api/pom.xml b/dolphinscheduler-api/pom.xml
index e4db57ce43..67d7d090c7 100644
--- a/dolphinscheduler-api/pom.xml
+++ b/dolphinscheduler-api/pom.xml
@@ -247,5 +247,12 @@
             </exclusions>
         </dependency>
 
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
+
     </dependencies>
 </project>
diff --git a/dolphinscheduler-common/pom.xml b/dolphinscheduler-common/pom.xml
index 6d55afe682..fe1ed3aac2 100644
--- a/dolphinscheduler-common/pom.xml
+++ b/dolphinscheduler-common/pom.xml
@@ -90,6 +90,13 @@
             </exclusions>
         </dependency>
 
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
+
         <dependency>
             <groupId>commons-configuration</groupId>
             <artifactId>commons-configuration</artifactId>
diff --git a/dolphinscheduler-dao/pom.xml b/dolphinscheduler-dao/pom.xml
index f095a9ba54..2cf3de29ac 100644
--- a/dolphinscheduler-dao/pom.xml
+++ b/dolphinscheduler-dao/pom.xml
@@ -48,6 +48,12 @@
             <artifactId>junit</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>com.baomidou</groupId>
             <artifactId>mybatis-plus</artifactId>
diff --git a/dolphinscheduler-registry-plugin/dolphinscheduler-registry-zookeeper/pom.xml b/dolphinscheduler-registry-plugin/dolphinscheduler-registry-zookeeper/pom.xml
index d632a04ccc..e2e158f20a 100644
--- a/dolphinscheduler-registry-plugin/dolphinscheduler-registry-zookeeper/pom.xml
+++ b/dolphinscheduler-registry-plugin/dolphinscheduler-registry-zookeeper/pom.xml
@@ -70,6 +70,13 @@
             <scope>test</scope>
         </dependency>
 
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
+
     </dependencies>
 
     <build>
diff --git a/dolphinscheduler-remote/pom.xml b/dolphinscheduler-remote/pom.xml
index d1e9a7ffca..5f13a329e1 100644
--- a/dolphinscheduler-remote/pom.xml
+++ b/dolphinscheduler-remote/pom.xml
@@ -73,6 +73,13 @@
             <scope>test</scope>
         </dependency>
 
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
+
         <dependency>
             <groupId>com.google.guava</groupId>
             <artifactId>guava</artifactId>
diff --git a/dolphinscheduler-server/pom.xml b/dolphinscheduler-server/pom.xml
index 4d762383fd..03544ad713 100644
--- a/dolphinscheduler-server/pom.xml
+++ b/dolphinscheduler-server/pom.xml
@@ -77,6 +77,12 @@
             <artifactId>mockito-core</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>org.springframework</groupId>
             <artifactId>spring-test</artifactId>
diff --git a/dolphinscheduler-service/pom.xml b/dolphinscheduler-service/pom.xml
index 415ce53c05..84771399f2 100644
--- a/dolphinscheduler-service/pom.xml
+++ b/dolphinscheduler-service/pom.xml
@@ -94,5 +94,11 @@
             <artifactId>mockito-core</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 </project>
diff --git a/dolphinscheduler-spi/pom.xml b/dolphinscheduler-spi/pom.xml
index 0893abe86a..c3f746c21e 100644
--- a/dolphinscheduler-spi/pom.xml
+++ b/dolphinscheduler-spi/pom.xml
@@ -57,6 +57,12 @@
             <artifactId>junit</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.jacoco</groupId>
+            <artifactId>org.jacoco.agent</artifactId>
+            <classifier>runtime</classifier>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>com.google.guava</groupId>
             <artifactId>guava</artifactId>
diff --git a/pom.xml b/pom.xml
index 482488fba2..37524d1977 100644
--- a/pom.xml
+++ b/pom.xml
@@ -409,6 +409,14 @@
                 </exclusions>
             </dependency>
 
+            <dependency>
+                <groupId>org.jacoco</groupId>
+                <artifactId>org.jacoco.agent</artifactId>
+                <version>${jacoco.version}</version>
+                <classifier>runtime</classifier>
+                <scope>test</scope>
+            </dependency>
+
             <dependency>
                 <groupId>mysql</groupId>
                 <artifactId>mysql-connector-java</artifactId>
@@ -826,6 +834,9 @@
                 <artifactId>maven-surefire-plugin</artifactId>
                 <version>${maven-surefire-plugin.version}</version>
                 <configuration>
+                    <systemPropertyVariables>
+                        <jacoco-agent.destfile>${project.build.directory}/jacoco.exec</jacoco-agent.destfile>
+                    </systemPropertyVariables>
                     <includes>
                         <!--registry plugin -->
                         <include>**/plugin/registry/zookeeper/ZookeeperRegistryTest.java</include>
@@ -1092,19 +1103,23 @@
                 <artifactId>jacoco-maven-plugin</artifactId>
                 <version>${jacoco.version}</version>
                 <configuration>
-                    <destFile>target/jacoco.exec</destFile>
-                    <dataFile>target/jacoco.exec</dataFile>
+                    <dataFile>${project.build.directory}/jacoco.exec</dataFile>
                 </configuration>
                 <executions>
                     <execution>
-                        <id>jacoco-initialize</id>
+                        <id>default-instrument</id>
                         <goals>
-                            <goal>prepare-agent</goal>
+                            <goal>instrument</goal>
                         </goals>
                     </execution>
                     <execution>
-                        <id>jacoco-site</id>
-                        <phase>test</phase>
+                        <id>default-restore-instrumented-classes</id>
+                        <goals>
+                            <goal>restore-instrumented-classes</goal>
+                        </goals>
+                    </execution>
+                    <execution>
+                        <id>default-report</id>
                         <goals>
                             <goal>report</goal>
                         </goals>