diff --git a/.github/workflows/publish-builder.yaml b/.github/workflows/publish-builder.yaml
index 09954d64cb..23222523e4 100644
--- a/.github/workflows/publish-builder.yaml
+++ b/.github/workflows/publish-builder.yaml
@@ -34,10 +34,13 @@ jobs:
           github_token: ${{ secrets.GITHUB_TOKEN }}
           reporter: github-pr-check # Default is github-pr-check
           hadolint_ignore: DL3008
+      - name: Get version from system time after release step
+        id: extracter
+        run: echo "::set-output name=version::$(date +%Y%m%d-%H%M%S)"
       - name: Docker Build
         shell: bash
         run: |
-          SHOW_DATE=`date +%Y%m%d-%H%M%S` docker-compose build ubuntu
+          SHOW_DATE=${{ steps.extracter.outputs.version }} docker-compose build ubuntu
       - name: Docker Push
         if: success() && github.event_name == 'push' && github.repository == 'zilliztech/milvus-distributed'
         continue-on-error: true
@@ -45,4 +48,4 @@ jobs:
         run: |
           docker login -u ${{ secrets.DOCKERHUB_USER }} \
                        -p ${{ secrets.DOCKERHUB_TOKEN }}
-          SHOW_DATE=`date +%Y%m%d-%H%M%S` docker-compose push ubuntu
+          SHOW_DATE=${{ steps.extracter.outputs.version }} docker-compose push ubuntu
diff --git a/docker-compose.yml b/docker-compose.yml
index 70e7473b6d..4375391cd7 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -14,7 +14,7 @@ services:
       context: .
       dockerfile: build/docker/env/cpu/ubuntu${UBUNTU}/Dockerfile
       cache_from:
-        - ${REPO}:${ARCH}-ubuntu${UBUNTU}
+        - ${REPO}:${ARCH}-ubuntu${UBUNTU}-${SHOW_DATE}
     shm_size: 2G
     environment:
       <<: *ccache