diff --git a/.github/workflows/publish-docker.yaml b/.github/workflows/publish-docker.yaml
index 5c3d5c4fdc85..3fa1cf4b1fe2 100644
--- a/.github/workflows/publish-docker.yaml
+++ b/.github/workflows/publish-docker.yaml
@@ -20,9 +20,9 @@ on:
   push:
     branches:
       - dev
-
-env:
-  HUB: ghcr.io/apache/dolphinscheduler
+  release:
+    types:
+      - released
 
 jobs:
   build:
@@ -41,12 +41,25 @@ jobs:
           key: ${{ runner.os }}-maven-${{ hashFiles('**/pom.xml') }}
           restore-keys: |
             ${{ runner.os }}-maven-
+      - name: Set environment variables
+        run: |
+          if [[ ${{ github.event_name }} == "release" ]]; then
+            echo "DOCKER_REGISTRY=docker.io" >> $GITHUB_ENV
+            echo "DOCKER_USERNAME=${{ secrets.DOCKERHUB_USER }}" >> $GITHUB_ENV
+            echo "DOCKER_PASSWORD=${{ secrets.DOCKERHUB_TOKEN }}" >> $GITHUB_ENV
+            echo "HUB=apache" >> $GITHUB_ENV
+          else
+            echo "DOCKER_REGISTRY=ghcr.io/apache/dolphinscheduler" >> $GITHUB_ENV
+            echo "DOCKER_USERNAME=${{ github.actor }}" >> $GITHUB_ENV
+            echo "DOCKER_PASSWORD=${{ secrets.GITHUB_TOKEN }}" >> $GITHUB_ENV
+            echo "HUB=ghcr.io/apache/dolphinscheduler" >> $GITHUB_ENV
+          fi
       - name: Log in to the Container registry
-        uses: docker/login-action@v1.10.0
+        uses: docker/login-action@v2
         with:
-          registry: ${{ env.HUB }}
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
+          registry: ${{ env.DOCKER_REGISTRY }}
+          username: ${{ env.DOCKER_USERNAME }}
+          password: ${{ env.DOCKER_PASSWORD }}
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v2
       - name: Set up Docker Buildx
diff --git a/.github/workflows/publish-helm-chart.yaml b/.github/workflows/publish-helm-chart.yaml
index 92bdda867b81..e28b60e448ac 100644
--- a/.github/workflows/publish-helm-chart.yaml
+++ b/.github/workflows/publish-helm-chart.yaml
@@ -20,6 +20,9 @@ on:
   push:
     branches:
       - dev
+  release:
+    types:
+      - released
 
 env:
   HUB: ghcr.io/apache/dolphinscheduler
@@ -34,17 +37,33 @@ jobs:
     timeout-minutes: 30
     steps:
       - uses: actions/checkout@v2
+      - name: Set environment variables
+        run: |
+          # TODO
+          if [[ ${{ github.event_name }} == "release" ]]; then
+            echo "HUB=registry-1.docker.io/apache" >> $GITHUB_ENV
+            echo "DOCKER_REGISTRY=docker.io" >> $GITHUB_ENV
+            echo "DOCKER_USERNAME=${{ secrets.DOCKERHUB_USER }}" >> $GITHUB_ENV
+            echo "DOCKER_PASSWORD=${{ secrets.DOCKERHUB_TOKEN }}" >> $GITHUB_ENV
+          else
+            echo "HUB=ghcr.io/apache/dolphinscheduler" >> $GITHUB_ENV
+            echo "DOCKER_REGISTRY=c" >> $GITHUB_ENV
+            echo "DOCKER_USERNAME=${{ github.actor }}" >> $GITHUB_ENV
+            echo "DOCKER_PASSWORD=${{ secrets.GITHUB_TOKEN }}" >> $GITHUB_ENV
+          fi
       - name: Log in to the Container registry
-        uses: docker/login-action@v1.10.0
+        uses: docker/login-action@v2
         with:
-          registry: ${{ env.HUB }}
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
+          registry: ${{ env.DOCKER_REGISTRY }}
+          username: ${{ env.DOCKER_USERNAME }}
+          password: ${{ env.DOCKER_PASSWORD }}
       - name: Publish Helm Chart
         working-directory: deploy/kubernetes
         run: |
-          VERSION=0.0.0-$(git rev-parse --short HEAD)
-          sed -i "s/^version: .*/version: $VERSION/" dolphinscheduler/Chart.yaml
+          if [[ ${{ env.HUB }} == "ghcr.io/apache/dolphinscheduler" ]]; then
+            VERSION=0.0.0-$(git rev-parse --short HEAD)
+            sed -i "s/^version: .*/version: $VERSION/" dolphinscheduler/Chart.yaml
+          fi
           helm dep up dolphinscheduler
           helm package dolphinscheduler
-          helm push dolphinscheduler-helm-$VERSION.tgz oci://${{ env.HUB }}
+          helm push dolphinscheduler-helm-*.tgz oci://${{ env.HUB }}
diff --git a/docs/docs/en/contribute/release.md b/docs/docs/en/contribute/release.md
index 373be69da17a..7ed850c2e6e1 100644
--- a/docs/docs/en/contribute/release.md
+++ b/docs/docs/en/contribute/release.md
@@ -492,56 +492,13 @@ the release version is `<VERSION>`, the following updates are required(note it w
     issue template have **Version** selection bottom. So after released we should add the new `<VERSION>` to
     bug-report.yml
 
-### Publish Docker Image
+### Publish Docker Image and Helm Chart
 
-we already have the exists CI to publish the latest Docker image to GitHub container register with [config](https://github.com/apache/dolphinscheduler/blob/d80cf21456265c9d84e642bdb4db4067c7577fc6/.github/workflows/publish-docker.yaml#L55-L63).
-We could reuse the main command the CI run and publish our Docker images to Docker Hub by single command.
-
-It is highly recommended to build and test docker images locally first before push to docker hub
-
-```shell
-# Checkout and create to target tag
-git checkout -b "${VERSION}" "${VERSION}"
-
-# Build docker images locally
-./mvnw -B clean package \
-    -Dmaven.test.skip \
-    -Dmaven.javadoc.skip \
-    -Dmaven.checkstyle.skip \
-    -Dmaven.deploy.skip \
-    -Ddocker.tag="${VERSION}" \
-    -Pdocker,release
-
-# You should test whether the standalone-server images work or not
-docker run --name dolphinscheduler-standalone-server -p 12345:12345 -p 25333:25333 -d apache/dolphinscheduler-standalone-server:"${DOLPHINSCHEDULER_VERSION}"
-```
-
-> Note: To push to dockerhub, you must have Apache organization permission of dockerhub. If you don’t you need to require
-> from Apache infra Jira. You can refer to here to submit an application from [here](https://issues.apache.org/jira/projects/INFRA/issues/INFRA-23314)
-
-After verifying the Docker images works as expected, you need to publish the Docker images by the following command:
-
-```shell
-./mvnw -B clean deploy \
-    -Dmaven.test.skip \
-    -Dmaven.javadoc.skip \
-    -Dmaven.checkstyle.skip \
-    -Dmaven.deploy.skip \
-    -Ddocker.tag="${VERSION}" \
-    -Ddocker.hub=apache \
-    -Pdocker,release
-```
-
-## Publish Helm Chart
-
-We will also publish the Helm Chart to Docker Hub so that users don't need to download our source codes just in order
-to install DolphinScheduler with Helm, run the following command to publish the Helm Chart to Docker Hub.
-
-```bash
-cd deploy/kubernetes
-helm package dolphinscheduler
-helm push dolphinscheduler-helm-$VERSION.tgz oci://registry-1.docker.io/apache
-```
+We have a [workflow](../../../../.github/workflows/publish-docker.yaml) to automatically publish Docker images
+and a [workflow](../../../../.github/workflows/publish-helm-chart.yaml) to automatically publish Helm Chart to Docker Hub,
+after you change the release from "pre-release" to "release", the workflow will be triggered. All you need to do
+is to observe the aforementioned workflows, and after they are completed, you can pull the Docker images locally and
+verify that they work as expected.
 
 ### Send Announcement E-mail Community
 
diff --git a/docs/docs/zh/contribute/release.md b/docs/docs/zh/contribute/release.md
index 932373761922..7f2d8cc1fb0f 100644
--- a/docs/docs/zh/contribute/release.md
+++ b/docs/docs/zh/contribute/release.md
@@ -495,53 +495,10 @@ git push --delete "${GH_REMOTE}" "${VERSION}-prepare"
 
 ### 发布 Docker Image
 
-我们已经有了现有的 CI，可以将最新的 Docker image 发布到 GitHub 容器注册 [config](https://github.com/apache/dolphinscheduler/blob/d80cf21456265c9d84e642bdb4db4067c7577fc6/.github/workflows/publish-docker.yaml#L55- L63).
-我们可以重用 CI 运行的主要命令，并通过单个命令将 Docker iamge 发布到 DockerHub。
-
-强烈建议在推送到 docker hub 之前先在本地构建和测试 docker 镜像
-
-```shell
-# Checkout and create to target tag
-git checkout -b "${VERSION}" "${VERSION}"
-
-# Build docker images locally
-./mvnw -B clean package \
-    -Dmaven.test.skip \
-    -Dmaven.javadoc.skip \
-    -Dmaven.checkstyle.skip \
-    -Dmaven.deploy.skip \
-    -Ddocker.tag="${VERSION}" \
-    -Pdocker,release
-
-# You should test whether the standalone-server images work or not
-docker run --name dolphinscheduler-standalone-server -p 12345:12345 -p 25333:25333 -d apache/dolphinscheduler-standalone-server:"${DOLPHINSCHEDULER_VERSION}"
-```
-
-> 注意：推送到 dockerhub，必须有 dockerhub 的 Apache 组织权限。 如果你没有权限，你需要向 Apache infra Jira 申请。 您可以参考
-> [此处](https://issues.apache.org/jira/projects/INFRA/issues/INFRA-23314)提交申请
-
-如果您确保 docker 镜像正常工作，您需要通过以下命令将镜像发布到 Docker Hub
-
-```shell
-./mvnw -B clean deploy \
-    -Dmaven.test.skip \
-    -Dmaven.javadoc.skip \
-    -Dmaven.checkstyle.skip \
-    -Dmaven.deploy.skip \
-    -Ddocker.tag="${VERSION}" \
-    -Ddocker.hub=apache \
-    -Pdocker,release
-```
-
-## 发布 Helm Chart
-
-我们也会将 Helm Chart 发布到 Docker Hub，这样用户就不需要下载我们的源码就可以使用 Helm 安装 DolphinScheduler，运行以下命令发布 Helm Chart 到 Docker Hub。
-
-```bash
-cd deploy/kubernetes
-helm package dolphinscheduler
-helm push dolphinscheduler-helm-$VERSION.tgz oci://registry-1.docker.io/apache
-```
+我们有一个 [工作流](../../../../.github/workflows/publish-docker.yaml) 来自动发布 Docker 镜像，
+以及一个 [工作流](../../../../.github/workflows/publish-helm-chart.yaml) 来自动发布 Helm Chart 到 Docker Hub。
+当你将发版从 "pre-release" 改为 "release" 后，这两个工作流就会被触发。你需要做的就是观察上述的工作流，
+当它们完成后，你可以在本地拉取 Docker 镜像并验证它们是否按预期工作。
 
 ### 发送公告邮件通知社区