diff --git a/.github/workflows/docker_image.yml b/.github/workflows/docker_image.yml
index f6f0cd51b1f5..58b7549adb70 100644
--- a/.github/workflows/docker_image.yml
+++ b/.github/workflows/docker_image.yml
@@ -69,10 +69,18 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USER }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
 
-      - name: Build and push Docker image
+      - name: Build and push Docker image Centos8
         uses: docker/build-push-action@v2
         with:
           context: .
           file: dev/docker/Dockerfile.centos8-dynamic-build
           push: true
-          tags: apache/gluten:centos-8
+          tags: apache/gluten:centos-8 # JDK8 based
+
+      - name: Build and push Docker image Centos8 + JDK11
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: dev/docker/Dockerfile.centos8-dynamic-build-jdk11
+          push: true
+          tags: apache/gluten:centos-8-jdk11
diff --git a/dev/docker/Dockerfile.centos8-dynamic-build-jdk11 b/dev/docker/Dockerfile.centos8-dynamic-build-jdk11
new file mode 100644
index 000000000000..0c2d8cc0c686
--- /dev/null
+++ b/dev/docker/Dockerfile.centos8-dynamic-build-jdk11
@@ -0,0 +1,12 @@
+FROM apache/gluten:centos-8
+
+
+RUN yum install -y java-11-openjdk-devel patch wget git perl
+ENV JAVA_HOME=/usr/lib/jvm/java-11-openjdk
+ENV PATH=$JAVA_HOME/bin:$PATH
+
+ENV PATH=${PATH}:/usr/lib/maven/bin
+
+RUN git clone --depth=1 https://github.com/apache/incubator-gluten /opt/gluten
+
+RUN cd /opt/gluten && source /opt/rh/gcc-toolset-11/enable && ./dev/builddeps-veloxbe.sh --run_setup_script=ON build_arrow && rm -rf /opt/gluten