diff --git a/.github/workflows/service_test_redis.yml b/.github/workflows/service_test_redis.yml
index 0d06763d1133..70daf3cbbfa5 100644
--- a/.github/workflows/service_test_redis.yml
+++ b/.github/workflows/service_test_redis.yml
@@ -210,7 +210,7 @@ jobs:
       - name: Test
         shell: bash
         working-directory: bindings/java
-        run: ./mvnw test -Dtest=org.apache.opendal.test.behavior.RedisTest -Dcargo-build.features=services-redis
+        run: ./mvnw test -Dgroups="services_redis" -Dcargo-build.features=services-redis
         env:
           OPENDAL_REDIS_TEST: on
           OPENDAL_REDIS_ENDPOINT: tcp://127.0.0.1:6379
diff --git a/.github/workflows/service_test_s3.yml b/.github/workflows/service_test_s3.yml
index 95f703ab7095..423efab0a2b5 100644
--- a/.github/workflows/service_test_s3.yml
+++ b/.github/workflows/service_test_s3.yml
@@ -241,7 +241,7 @@ jobs:
       - name: Test
         shell: bash
         working-directory: bindings/java
-        run: ./mvnw test -Dtest=org.apache.opendal.test.behavior.S3Test
+        run: ./mvnw test -Dgroups="services_s3"
         env:
           OPENDAL_S3_TEST: on
           OPENDAL_S3_BUCKET: test
diff --git a/bindings/java/README.md b/bindings/java/README.md
index 48caad9dc899..5a7596e0345d 100644
--- a/bindings/java/README.md
+++ b/bindings/java/README.md
@@ -126,8 +126,20 @@ You can run service tests of enabled with the following command:
 ./mvnw test -Dtest=org.apache.opendal.behavior.FsTest # replace with the certain service tests
 ```
 
+Or:
+
+```shell
+./mvnw test -Dgroups="services_fs" # replace with the certain service tests
+```
+
 Remember to enable the necessary features via `-Dcargo-build.features=services-xxx` when running specific service test:
 
 ```shell
 ./mvnw test -Dtest=org.apache.opendal.behavior.RedisTest -Dcargo-build.features=services-redis
 ```
+
+Or:
+
+```shell
+./mvnw test -Dgroups="services_redis" -Dcargo-build.features=services-redis
+```
diff --git a/bindings/java/src/test/java/org/apache/opendal/test/behavior/ServiceBehaviorTests.java b/bindings/java/src/test/java/org/apache/opendal/test/behavior/ServiceBehaviorTests.java
index da47fdfea572..c8154419a32f 100644
--- a/bindings/java/src/test/java/org/apache/opendal/test/behavior/ServiceBehaviorTests.java
+++ b/bindings/java/src/test/java/org/apache/opendal/test/behavior/ServiceBehaviorTests.java
@@ -23,8 +23,10 @@
 import java.util.Map;
 import lombok.extern.slf4j.Slf4j;
 import org.assertj.core.util.Files;
+import org.junit.jupiter.api.Tag;
 import org.junit.jupiter.api.condition.EnabledIf;
 
+@Tag("services_memory")
 @Slf4j
 class MemoryTest extends AbstractBehaviorTest {
     public MemoryTest() {
@@ -43,6 +45,7 @@ private static Map<String, String> defaultSchemeConfig() {
     }
 }
 
+@Tag("services_fs")
 @Slf4j
 class FsTest extends AbstractBehaviorTest {
     public FsTest() {
@@ -64,6 +67,7 @@ private static Map<String, String> schemeConfig() {
     }
 }
 
+@Tag("services_redis")
 @EnabledIf("enabled")
 class RedisTest extends AbstractBehaviorTest {
     public RedisTest() {
@@ -75,6 +79,7 @@ private static boolean enabled() {
     }
 }
 
+@Tag("services_s3")
 @EnabledIf("enabled")
 class S3Test extends AbstractBehaviorTest {
     public S3Test() {