diff --git a/.github/workflows/docker_image.yml b/.github/workflows/docker_image.yml
index 58b7549adb70..727dc3cd057b 100644
--- a/.github/workflows/docker_image.yml
+++ b/.github/workflows/docker_image.yml
@@ -23,6 +23,8 @@ on:
       - '.github/workflows/docker_image.yml'
       - 'dev/docker/Dockerfile.centos7-static-build'
       - 'dev/docker/Dockerfile.centos8-dynamic-build'
+      - 'dev/docker/Dockerfile.centos8-dynamic-build-jdk11'
+      - 'dev/docker/Dockerfile.centos8-dynamic-build-jdk17'
   schedule:
     - cron: '0 20 * * 0'
 
@@ -84,3 +86,12 @@ jobs:
           file: dev/docker/Dockerfile.centos8-dynamic-build-jdk11
           push: true
           tags: apache/gluten:centos-8-jdk11
+
+      - name: Build and push Docker image Centos8 + JDK17
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: dev/docker/Dockerfile.centos8-dynamic-build-jdk17
+          push: true
+          tags: apache/gluten:centos-8-jdk17
+
diff --git a/dev/docker/Dockerfile.centos8-dynamic-build-jdk17 b/dev/docker/Dockerfile.centos8-dynamic-build-jdk17
new file mode 100644
index 000000000000..e6817a8d605c
--- /dev/null
+++ b/dev/docker/Dockerfile.centos8-dynamic-build-jdk17
@@ -0,0 +1,13 @@
+FROM apache/gluten:centos-8
+
+
+RUN yum install -y java-17-openjdk-devel patch wget git perl
+ENV JAVA_HOME=/usr/lib/jvm/java-17-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
+