diff --git a/.github/workflows/dockers-agent-ngt-image.yml b/.github/workflows/dockers-agent-ngt-image.yml
index 56ecde5842..5088e9897b 100755
--- a/.github/workflows/dockers-agent-ngt-image.yml
+++ b/.github/workflows/dockers-agent-ngt-image.yml
@@ -42,50 +42,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/agent-ngt
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-agent-ngt-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-agent-ngt-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/agent-ngt`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/agent-ngt`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/agent-ngt`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/agent-ngt`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/agent-ngt
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/agent-ngt
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -93,13 +140,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-agent-sidecar-image.yml b/.github/workflows/dockers-agent-sidecar-image.yml
index 98bfab4bee..303a12c77d 100644
--- a/.github/workflows/dockers-agent-sidecar-image.yml
+++ b/.github/workflows/dockers-agent-sidecar-image.yml
@@ -42,50 +42,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/agent-sidecar
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-agent-sidecar-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-agent-sidecar-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/agent-sidecar`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/agent-sidecar`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/agent-sidecar`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/agent-sidecar`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/agent-sidecar
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/agent-sidecar
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -93,13 +140,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-backup-manager-cassandra-image.yml b/.github/workflows/dockers-backup-manager-cassandra-image.yml
index e9b1b11ac8..3162fbda64 100644
--- a/.github/workflows/dockers-backup-manager-cassandra-image.yml
+++ b/.github/workflows/dockers-backup-manager-cassandra-image.yml
@@ -44,50 +44,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/backup-manager-cassandra
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-manager-backup-cassandra-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-manager-backup-cassandra-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/backup-manager-cassandra`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/backup-manager-cassandra`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/backup-manager-cassandra`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/backup-manager-cassandra`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/backup-manager-cassandra
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/backup-manager-cassandra
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -95,13 +142,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-backup-manager-mysql-image.yml b/.github/workflows/dockers-backup-manager-mysql-image.yml
index 9306f0667a..5bde4afa05 100644
--- a/.github/workflows/dockers-backup-manager-mysql-image.yml
+++ b/.github/workflows/dockers-backup-manager-mysql-image.yml
@@ -42,50 +42,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/backup-manager-mysql
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-manager-backup-mysql-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-manager-backup-mysql-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/backup-manager-mysql`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/backup-manager-mysql`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/backup-manager-mysql`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/backup-manager-mysql`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/backup-manager-mysql
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/backup-manager-mysql
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -93,13 +140,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-base-image.yml b/.github/workflows/dockers-base-image.yml
index 7b04089fcc..6c19915d3d 100755
--- a/.github/workflows/dockers-base-image.yml
+++ b/.github/workflows/dockers-base-image.yml
@@ -19,39 +19,75 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Build the Docker image
-      run: |
-        make docker/build/base
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/base`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/base`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/base`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
+      id: determine_tag
       run: |
-        imagename=`make docker/name/base`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
+        echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS_BASE="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/base
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS_BASE="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/base
+      env:
+        DOCKER_BUILDKIT: 1
+        PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
diff --git a/.github/workflows/dockers-ci-container-image.yml b/.github/workflows/dockers-ci-container-image.yml
index e220cf0bed..524ae64d00 100644
--- a/.github/workflows/dockers-ci-container-image.yml
+++ b/.github/workflows/dockers-ci-container-image.yml
@@ -17,69 +17,86 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Build the Docker image
-      run: |
-        make docker/build/ci-container
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: Login to GitHub package registry
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-ci-container-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-ci-container-
+    - name: Login to DockerHub
+      uses: docker/login-action@v1
+      with:
+        username: ${{ secrets.DOCKERHUB_USER }}
+        password: ${{ secrets.DOCKERHUB_PASS }}
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
       run: |
-        echo ${GITHUB_TOKEN} | docker login docker.pkg.github.com --username ${GITHUB_USER} --password-stdin
-      env:
-        GITHUB_USER: ${{ secrets.DISPATCH_USER }}
-        GITHUB_TOKEN: ${{ secrets.DISPATCH_TOKEN }}
-    - name: push to GitHub package registry (master)
+        image_name=`make docker/name/ci-container`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        originname=`make docker/name/ci-container`
-        imagename=`make docker/name/ci-container | sed -e 's:vdaas:docker.pkg.github.com/vdaas/vald:'`
-        docker tag ${originname} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to GitHub package registry (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        originname=`make docker/name/ci-container`
-        imagename=`make docker/name/ci-container | sed -e 's:vdaas:docker.pkg.github.com/vdaas/vald:'`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${originname} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to GitHub package registry (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
+      id: determine_tag
       run: |
-        originname=`make docker/name/ci-container`
-        imagename=`make docker/name/ci-container | sed -e 's:vdaas:docker.pkg.github.com/vdaas/vald:'`
-        docker tag ${originname} ${imagename}:latest
-        docker push ${imagename}:latest
-        tag_name=`cat $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${originname} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-    - name: Login to DockerHub
+        tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
+        echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+    - name: Build and Push
       run: |
-        echo ${DOCKERHUB_PASS} | docker login --username ${DOCKERHUB_USER} --password-stdin
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/ci-container
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/ci-container
       env:
-        DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
-        DOCKERHUB_PASS: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
-      if: github.ref == 'refs/heads/master'
-      run: |
-        imagename=`make docker/name/ci-container`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
-      if: github.event_name == 'pull_request'
-      run: |
-        imagename=`make docker/name/ci-container`
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
-      if: startsWith( github.ref, 'refs/tags/')
-      run: |
-        imagename=`make docker/name/ci-container`
-        docker push ${imagename}:latest
-        tag_name=`cat $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
+        DOCKER_BUILDKIT: 1
+        PLATFORMS: linux/amd64
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
diff --git a/.github/workflows/dockers-dev-container-image.yml b/.github/workflows/dockers-dev-container-image.yml
index 7ff7ee636f..153627a9a1 100644
--- a/.github/workflows/dockers-dev-container-image.yml
+++ b/.github/workflows/dockers-dev-container-image.yml
@@ -17,34 +17,86 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Build the Docker image
-      run: |
-        make docker/build/dev-container
-    - name: Login to GitHub package registry
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-dev-container-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-dev-container-
+    - name: Login to DockerHub
+      uses: docker/login-action@v1
+      with:
+        username: ${{ secrets.DOCKERHUB_USER }}
+        password: ${{ secrets.DOCKERHUB_PASS }}
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
       run: |
-        echo ${GITHUB_TOKEN} | docker login docker.pkg.github.com --username ${GITHUB_USER} --password-stdin
-      env:
-        GITHUB_USER: ${{ secrets.DISPATCH_USER }}
-        GITHUB_TOKEN: ${{ secrets.DISPATCH_TOKEN }}
-    - name: push to GitHub package registry (master)
+        image_name=`make docker/name/dev-container`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        originname=`make docker/name/dev-container`
-        imagename=`make docker/name/dev-container | sed -e 's:vdaas:docker.pkg.github.com/vdaas/vald:'`
-        docker tag ${originname} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: Login to DockerHub
+        echo "::set-env name=PRIMARY_TAG::nightly"
+    - name: Determine tag name (pull request)
+      if: github.event_name == 'pull_request'
       run: |
-        echo ${DOCKERHUB_PASS} | docker login --username ${DOCKERHUB_USER} --password-stdin
-      env:
-        DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
-        DOCKERHUB_PASS: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
-      if: github.ref == 'refs/heads/master'
+        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+    - name: Determine tag name (tags)
+      if: startsWith( github.ref, 'refs/tags/')
+      id: determine_tag
+      run: |
+        tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
+        echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+    - name: Build and Push
       run: |
-        imagename=`make docker/name/dev-container`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/dev-container
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/dev-container
+      env:
+        DOCKER_BUILDKIT: 1
+        PLATFORMS: linux/amd64
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
diff --git a/.github/workflows/dockers-discoverer-k8s-image.yml b/.github/workflows/dockers-discoverer-k8s-image.yml
index c750968cc4..81a412e2bc 100755
--- a/.github/workflows/dockers-discoverer-k8s-image.yml
+++ b/.github/workflows/dockers-discoverer-k8s-image.yml
@@ -38,50 +38,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/discoverer-k8s
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-discoverer-k8s-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-discoverer-k8s-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/discoverer-k8s`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/discoverer-k8s`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/discoverer-k8s`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/discoverer-k8s`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/discoverer-k8s
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/discoverer-k8s
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -89,13 +136,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-gateway-vald-image.yml b/.github/workflows/dockers-gateway-vald-image.yml
index 87b8f271b6..53acc543d1 100755
--- a/.github/workflows/dockers-gateway-vald-image.yml
+++ b/.github/workflows/dockers-gateway-vald-image.yml
@@ -40,50 +40,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/gateway-vald
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-gateway-vald-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-gateway-vald-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/gateway-vald`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/gateway-vald`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/gateway-vald`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/gateway-vald`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/gateway-vald
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/gateway-vald
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -91,13 +138,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-helm-operator-image.yml b/.github/workflows/dockers-helm-operator-image.yml
index 5d04d2b626..8fb6bc38bd 100755
--- a/.github/workflows/dockers-helm-operator-image.yml
+++ b/.github/workflows/dockers-helm-operator-image.yml
@@ -32,45 +32,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Build the Docker image
-      run: |
-        make docker/build/operator/helm
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-helm-operator-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-helm-operator-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/operator/helm`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/operator/helm`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/operator/helm`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/operator/helm`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/operator/helm
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/operator/helm
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -78,13 +130,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-loadtest-image.yml b/.github/workflows/dockers-loadtest-image.yml
index 0478298065..5011eb89b4 100755
--- a/.github/workflows/dockers-loadtest-image.yml
+++ b/.github/workflows/dockers-loadtest-image.yml
@@ -40,50 +40,89 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/loadtest
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-loadtest-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-loadtest-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/loadtest`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/loadtest`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/loadtest`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/loadtest`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/loadtest
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/loadtest
+      env:
+        DOCKER_BUILDKIT: 1
+        PLATFORMS: linux/amd64
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -91,13 +130,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-manager-compressor-image.yml b/.github/workflows/dockers-manager-compressor-image.yml
index b216e22446..04c0a9c055 100644
--- a/.github/workflows/dockers-manager-compressor-image.yml
+++ b/.github/workflows/dockers-manager-compressor-image.yml
@@ -40,50 +40,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/manager-compressor
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-manager-compressor-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-manager-compressor-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/manager-compressor`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/manager-compressor`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/manager-compressor`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/manager-compressor`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/manager-compressor
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/manager-compressor
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -91,13 +138,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-manager-index-image.yml b/.github/workflows/dockers-manager-index-image.yml
index b791470985..adb537c516 100644
--- a/.github/workflows/dockers-manager-index-image.yml
+++ b/.github/workflows/dockers-manager-index-image.yml
@@ -40,50 +40,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/manager-index
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-manager-index-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-manager-index-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/manager-index`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/manager-index`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/manager-index`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/manager-index`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/manager-index
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/manager-index
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -91,13 +138,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-meta-cassandra-image.yml b/.github/workflows/dockers-meta-cassandra-image.yml
index a7939e94c0..972197c2bc 100644
--- a/.github/workflows/dockers-meta-cassandra-image.yml
+++ b/.github/workflows/dockers-meta-cassandra-image.yml
@@ -42,50 +42,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/meta-cassandra
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-meta-cassandra-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-meta-cassandra-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/meta-cassandra`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/meta-cassandra`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/meta-cassandra`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/meta-cassandra`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/meta-cassandra
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/meta-cassandra
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -93,13 +140,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/dockers-meta-redis-image.yml b/.github/workflows/dockers-meta-redis-image.yml
index 914a21d5a7..c261daa1a1 100755
--- a/.github/workflows/dockers-meta-redis-image.yml
+++ b/.github/workflows/dockers-meta-redis-image.yml
@@ -42,50 +42,97 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v1
       with:
-        fetch-depth: 10
-    - name: Overwrite version name
-      if: github.event_name == 'pull_request'
-      run: |
-        pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        echo "PR-${pr_num}" > versions/VALD_VERSION
-    - name: Build the Docker image
-      run: |
-        make docker/build/meta-redis
-      env:
-        DOCKER_BUILDKIT: 1
-    - name: login to DockerHub
+        platforms: all
+    - name: Setup Docker Buildx
+      id: buildx
+      uses: docker/setup-buildx-action@v1
+      with:
+        buildkitd-flags: "--debug"
+    - name: Cache Docker layers (base)
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache-base
+        key: ${{ runner.os }}-buildx-vald-base-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-base-
+    - name: Cache Docker layers
+      uses: actions/cache@v2
+      with:
+        path: /tmp/.buildx-cache
+        key: ${{ runner.os }}-buildx-vald-meta-redis-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-buildx-vald-meta-redis-
+    - name: Login to DockerHub
       uses: docker/login-action@v1
       with:
         username: ${{ secrets.DOCKERHUB_USER }}
         password: ${{ secrets.DOCKERHUB_PASS }}
-    - name: push to DockerHub (master)
+    - name: Login to GitHub Container Registry
+      uses: docker/login-action@v1
+      with:
+        registry: ghcr.io
+        username: ${{ secrets.PACKAGE_USER }}
+        password: ${{ secrets.PACKAGE_TOKEN }}
+    - name: Image name
+      id: image_name
+      run: |
+        image_name=`make docker/name/meta-redis`
+        base_platforms=`make docker/platforms`
+        echo "::set-env name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=IMAGE_NAME::${image_name}"
+        echo "::set-output name=BASE_PLATFORMS::${base_platforms}"
+    - name: Determine tag name (master)
       if: github.ref == 'refs/heads/master'
       run: |
-        imagename=`make docker/name/meta-redis`
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-    - name: push to DockerHub (pull request)
+        echo "::set-env name=PRIMARY_TAG::nightly"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Determine tag name (pull request)
       if: github.event_name == 'pull_request'
       run: |
-        imagename=`make docker/name/meta-redis`
         pr_num=`cat $GITHUB_EVENT_PATH | jq -r ".number"`
-        docker tag ${imagename} ${imagename}:pr-${pr_num}
-        docker push ${imagename}:pr-${pr_num}
-    - name: push to DockerHub (tags)
+        echo "PR-${pr_num}" > versions/VALD_VERSION
+        echo "::set-env name=PRIMARY_TAG::pr-${pr_num}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64
+    - name: Determine tag name (tags)
       if: startsWith( github.ref, 'refs/tags/')
-      id: push_to_dockerhub_tags
+      id: determine_tag
       run: |
-        imagename=`make docker/name/meta-redis`
-        docker push ${imagename}:latest
         tag_name=`echo $GITHUB_REF | sed -e 's:^refs/tags/::'`
-        docker tag ${imagename} ${imagename}:${tag_name}
-        docker push ${imagename}:${tag_name}
-        docker tag ${imagename} ${imagename}:nightly
-        docker push ${imagename}:nightly
-        echo "::set-output name=IMAGE_NAME::${imagename}"
         echo "::set-output name=TAG_NAME::${tag_name}"
+        echo "::set-env name=PRIMARY_TAG::${tag_name}"
+        echo "::set-env name=PLATFORMS::${PLATFORMS}"
+      env:
+        PLATFORMS: linux/amd64,linux/arm64
+    - name: Build and Push
+      run: |
+        make \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/meta-redis
+        make \
+          REPO="ghcr.io/vdaas/vald" \
+          DOCKER="docker buildx" \
+          DOCKER_OPTS="--platform ${PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS} ${LABEL_OPTS} --push" \
+          DOCKER_OPTS_BASE="--platform ${BASE_PLATFORMS} --builder ${BUILDER} ${CACHE_OPTS_BASE} --push" \
+          TAG="${PRIMARY_TAG}" \
+          docker/build/meta-redis
+      env:
+        DOCKER_BUILDKIT: 1
+        BASE_PLATFORMS: ${{ steps.image_name.outputs.BASE_PLATFORMS }}
+        BUILDER: ${{ steps.buildx.outputs.name }}
+        CACHE_OPTS: "--cache-from=type=local,src=/tmp/.buildx-cache --cache-to=type=local,mode=max,dest=/tmp/.buildx-cache"
+        CACHE_OPTS_BASE: "--cache-from=type=local,src=/tmp/.buildx-cache-base"
+        LABEL_OPTS: "--label org.opencontainers.image.url=${{ github.event.repository.html_url }} --label org.opencontainers.image.source=${{ github.event.repository.html_url }} --label org.opencontainers.image.revision=${{ github.sha }}"
     - name: Initialize CodeQL
       if: startsWith( github.ref, 'refs/tags/')
       uses: github/codeql-action/init@v1
@@ -93,13 +140,13 @@ jobs:
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'table'
     - name: Run vulnerability scanner (sarif)
       if: startsWith( github.ref, 'refs/tags/')
       uses: aquasecurity/trivy-action@master
       with:
-        image-ref: "${{ steps.push_to_dockerhub_tags.outputs.IMAGE_NAME }}:${{ steps.push_to_dockerhub_tags.outputs.TAG_NAME }}"
+        image-ref: "${{ steps.image_name.outputs.IMAGE_NAME }}:${{ steps.determine_tag.outputs.TAG_NAME }}"
         format: 'template'
         template: '@/contrib/sarif.tpl'
         output: 'trivy-results.sarif'
diff --git a/.github/workflows/e2e-deploy.yml b/.github/workflows/e2e-deploy.yml
index 5cdba5cfe2..8e2edc36c3 100644
--- a/.github/workflows/e2e-deploy.yml
+++ b/.github/workflows/e2e-deploy.yml
@@ -11,7 +11,7 @@ jobs:
   e2e-deploy:
     name: e2e deploy test
     runs-on: ubuntu-latest
-    timeout-minutes: 30
+    timeout-minutes: 45
     steps:
       - uses: actions/checkout@v1
       - name: wait for dockers
diff --git a/Makefile b/Makefile
index 05a5c48444..1513896bc8 100644
--- a/Makefile
+++ b/Makefile
@@ -18,7 +18,7 @@ REPO                           ?= vdaas
 NAME                            = vald
 GOPKG                           = github.com/$(REPO)/$(NAME)
 DATETIME                        = $(eval DATETIME := $(shell date -u +%Y/%m/%d_%H:%M:%S%z))$(DATETIME)
-TAG                             = $(eval TAG := $(shell date -u +%Y%m%d-%H%M%S))$(TAG)
+TAG                            ?= latest
 BASE_IMAGE                      = $(NAME)-base
 AGENT_IMAGE                     = $(NAME)-agent-ngt
 AGENT_SIDECAR_IMAGE             = $(NAME)-agent-sidecar
@@ -87,8 +87,19 @@ PBGOS = $(PROTOS:apis/proto/%.proto=apis/grpc/%.pb.go)
 SWAGGERS = $(PROTOS:apis/proto/%.proto=apis/swagger/%.swagger.json)
 PBDOCS = apis/docs/docs.md
 
+ifeq ($(GOARCH),amd64)
 CFLAGS ?= -mno-avx512f -mno-avx512dq -mno-avx512cd -mno-avx512bw -mno-avx512vl
 CXXFLAGS ?= $(CFLAGS)
+EXTLDFLAGS ?= -m64
+else ifeq ($(GOARCH),arm64)
+CFLAGS ?=
+CXXFLAGS ?= $(CFLAGS)
+EXTLDFLAGS ?= -march=armv8-a
+else
+CFLAGS ?=
+CXXFLAGS ?= $(CFLAGS)
+EXTLDFLAGS ?=
+endif
 
 BENCH_DATASET_MD5S := $(eval BENCH_DATASET_MD5S := $(shell find $(BENCH_DATASET_MD5_DIR) -type f -regex ".*\.md5"))$(BENCH_DATASET_MD5S)
 BENCH_DATASETS = $(BENCH_DATASET_MD5S:$(BENCH_DATASET_MD5_DIR)/%.md5=$(BENCH_DATASET_HDF5_DIR)/%.hdf5)
@@ -186,6 +197,10 @@ GO_SOURCES_INTERNAL = $(eval GO_SOURCES_INTERNAL := $(shell find \
 GO_TEST_SOURCES = $(GO_SOURCES:%.go=%_test.go)
 GO_OPTION_TEST_SOURCES = $(GO_OPTION_SOURCES:%.go=%_test.go)
 
+DOCKER           ?= docker
+DOCKER_OPTS      ?=
+DOCKER_OPTS_BASE ?=
+
 DISTROLESS_IMAGE      ?= gcr.io/distroless/static
 DISTROLESS_IMAGE_TAG  ?= nonroot
 UPX_OPTIONS           ?= -9
diff --git a/Makefile.d/build.mk b/Makefile.d/build.mk
index 80a6be0cbe..0a76e4b959 100644
--- a/Makefile.d/build.mk
+++ b/Makefile.d/build.mk
@@ -43,7 +43,7 @@ cmd/agent/core/ngt/ngt: \
 	    && export GO111MODULE=on \
 	    && go build \
 	    --ldflags "-s -w -linkmode 'external' \
-	    -extldflags '-static -fPIC -m64 -pthread -fopenmp -std=c++17 -lstdc++ -lm' \
+	    -extldflags '-static -fPIC -pthread -fopenmp -std=c++17 -lstdc++ -lm $(EXTLDFLAGS)' \
 	    -X '$(GOPKG)/internal/info.Version=$(VERSION)' \
 	    -X '$(GOPKG)/internal/info.GitCommit=$(GIT_COMMIT)' \
 	    -X '$(GOPKG)/internal/info.BuildTime=$(DATETIME)' \
diff --git a/Makefile.d/docker.mk b/Makefile.d/docker.mk
index bfe45573ed..a579e54591 100644
--- a/Makefile.d/docker.mk
+++ b/Makefile.d/docker.mk
@@ -29,6 +29,10 @@ docker/build: \
 	docker/build/manager-index \
 	docker/build/helm-operator
 
+.PHONY: docker/platforms
+docker/platforms:
+	@echo "linux/amd64,linux/arm64"
+
 .PHONY: docker/name/base
 docker/name/base:
 	@echo "$(REPO)/$(BASE_IMAGE)"
@@ -36,7 +40,11 @@ docker/name/base:
 .PHONY: docker/build/base
 ## build base image
 docker/build/base:
-	docker build -f dockers/base/Dockerfile -t $(REPO)/$(BASE_IMAGE) .
+	$(DOCKER) build \
+	    $(DOCKER_OPTS_BASE) \
+	    -f dockers/base/Dockerfile \
+	    -t $(REPO)/$(BASE_IMAGE):$(TAG) . \
+	    --build-arg GO_VERSION=$(GO_VERSION)
 
 .PHONY: docker/name/agent-ngt
 docker/name/agent-ngt:
@@ -45,9 +53,11 @@ docker/name/agent-ngt:
 .PHONY: docker/build/agent-ngt
 ## build agent-ngt image
 docker/build/agent-ngt: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/agent/core/ngt/Dockerfile \
-	    -t $(REPO)/$(AGENT_IMAGE) . \
+	    -t $(REPO)/$(AGENT_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -59,9 +69,11 @@ docker/name/agent-sidecar:
 .PHONY: docker/build/agent-sidecar
 ## build agent-sidecar image
 docker/build/agent-sidecar: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/agent/sidecar/Dockerfile \
-	    -t $(REPO)/$(AGENT_SIDECAR_IMAGE) . \
+	    -t $(REPO)/$(AGENT_SIDECAR_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -73,9 +85,11 @@ docker/name/discoverer-k8s:
 .PHONY: docker/build/discoverer-k8s
 ## build discoverer-k8s image
 docker/build/discoverer-k8s: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/discoverer/k8s/Dockerfile \
-	    -t $(REPO)/$(DISCOVERER_IMAGE) . \
+	    -t $(REPO)/$(DISCOVERER_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -87,9 +101,11 @@ docker/name/gateway-vald:
 .PHONY: docker/build/gateway-vald
 ## build gateway-vald image
 docker/build/gateway-vald: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/gateway/vald/Dockerfile \
-	    -t $(REPO)/$(GATEWAY_IMAGE) . \
+	    -t $(REPO)/$(GATEWAY_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -101,9 +117,11 @@ docker/name/meta-redis:
 .PHONY: docker/build/meta-redis
 ## build meta-redis image
 docker/build/meta-redis: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/meta/redis/Dockerfile \
-	    -t $(REPO)/$(META_REDIS_IMAGE) . \
+	    -t $(REPO)/$(META_REDIS_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -115,9 +133,11 @@ docker/name/meta-cassandra:
 .PHONY: docker/build/meta-cassandra
 ## build meta-cassandra image
 docker/build/meta-cassandra: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/meta/cassandra/Dockerfile \
-	    -t $(REPO)/$(META_CASSANDRA_IMAGE) . \
+	    -t $(REPO)/$(META_CASSANDRA_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -129,9 +149,11 @@ docker/name/backup-manager-mysql:
 .PHONY: docker/build/backup-manager-mysql
 ## build backup-manager-mysql image
 docker/build/backup-manager-mysql: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/manager/backup/mysql/Dockerfile \
-	    -t $(REPO)/$(MANAGER_BACKUP_MYSQL_IMAGE) . \
+	    -t $(REPO)/$(MANAGER_BACKUP_MYSQL_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -143,9 +165,11 @@ docker/name/backup-manager-cassandra:
 .PHONY: docker/build/backup-manager-cassandra
 ## build backup-manager-cassandra image
 docker/build/backup-manager-cassandra: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/manager/backup/cassandra/Dockerfile \
-	    -t $(REPO)/$(MANAGER_BACKUP_CASSANDRA_IMAGE) . \
+	    -t $(REPO)/$(MANAGER_BACKUP_CASSANDRA_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -157,9 +181,11 @@ docker/name/manager-compressor:
 .PHONY: docker/build/manager-compressor
 ## build manager-compressor image
 docker/build/manager-compressor: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/manager/compressor/Dockerfile \
-	    -t $(REPO)/$(MANAGER_COMPRESSOR_IMAGE) . \
+	    -t $(REPO)/$(MANAGER_COMPRESSOR_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -171,9 +197,11 @@ docker/name/manager-index:
 .PHONY: docker/build/manager-index
 ## build manager-index image
 docker/build/manager-index: docker/build/base
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/manager/index/Dockerfile \
-	    -t $(REPO)/$(MANAGER_INDEX_IMAGE) . \
+	    -t $(REPO)/$(MANAGER_INDEX_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG) \
 	    --build-arg DISTROLESS_IMAGE=$(DISTROLESS_IMAGE) \
 	    --build-arg DISTROLESS_IMAGE_TAG=$(DISTROLESS_IMAGE_TAG) \
 	    --build-arg UPX_OPTIONS=$(UPX_OPTIONS)
@@ -185,7 +213,11 @@ docker/name/ci-container:
 .PHONY: docker/build/ci-container
 ## build ci-container image
 docker/build/ci-container: docker/build/base
-	docker build -f dockers/ci/base/Dockerfile -t $(REPO)/$(CI_CONTAINER_IMAGE) .
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
+	    -f dockers/ci/base/Dockerfile \
+	    -t $(REPO)/$(CI_CONTAINER_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG)
 
 .PHONY: docker/name/dev-container
 docker/name/dev-container:
@@ -194,7 +226,11 @@ docker/name/dev-container:
 .PHONY: docker/build/dev-container
 ## build dev-container image
 docker/build/dev-container: docker/build/ci-container
-	docker build -f dockers/dev/Dockerfile -t $(REPO)/$(DEV_CONTAINER_IMAGE) .
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
+	    -f dockers/dev/Dockerfile \
+	    -t $(REPO)/$(DEV_CONTAINER_IMAGE):$(TAG) . \
+	    --build-arg BASE_TAG=$(TAG)
 
 .PHONY: docker/name/operator/helm
 docker/name/operator/helm:
@@ -203,9 +239,10 @@ docker/name/operator/helm:
 .PHONY: docker/build/operator/helm
 ## build helm-operator image
 docker/build/operator/helm:
-	docker build \
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
 	    -f dockers/operator/helm/Dockerfile \
-	    -t $(REPO)/$(HELM_OPERATOR_IMAGE) . \
+	    -t $(REPO)/$(HELM_OPERATOR_IMAGE):$(TAG) . \
 	    --build-arg OPERATOR_SDK_VERSION=$(OPERATOR_SDK_VERSION)
 
 .PHONY: docker/name/loadtest
@@ -215,4 +252,7 @@ docker/name/loadtest:
 .PHONY: docker/build/loadtest
 ## build loadtest image
 docker/build/loadtest: docker/build/base
-	docker build -f dockers/tools/cli/loadtest/Dockerfile -t $(REPO)/$(LOADTEST_IMAGE) .
+	$(DOCKER) build \
+	    $(DOCKER_OPTS) \
+	    -f dockers/tools/cli/loadtest/Dockerfile \
+	    -t $(REPO)/$(LOADTEST_IMAGE):$(TAG) .
diff --git a/dockers/agent/core/ngt/Dockerfile b/dockers/agent/core/ngt/Dockerfile
index fe5050d1a2..747a8c518d 100644
--- a/dockers/agent/core/ngt/Dockerfile
+++ b/dockers/agent/core/ngt/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
@@ -50,6 +51,8 @@ COPY Makefile.d .
 
 WORKDIR ${GOPATH}/src/github.com/${ORG}/${REPO}
 COPY Makefile .
+RUN make ngt/install
+
 COPY .git .
 
 RUN make REPO=${ORG} NAME=${REPO} cmd/${PKG}/${APP_NAME} \
diff --git a/dockers/agent/sidecar/Dockerfile b/dockers/agent/sidecar/Dockerfile
index 373460da1f..746427fb58 100644
--- a/dockers/agent/sidecar/Dockerfile
+++ b/dockers/agent/sidecar/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/base/Dockerfile b/dockers/base/Dockerfile
index 7f151302b9..819bee394e 100644
--- a/dockers/base/Dockerfile
+++ b/dockers/base/Dockerfile
@@ -13,6 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
+ARG GO_VERSION
+
+FROM golang:${GO_VERSION}-buster AS golang
 
 FROM ubuntu:devel AS builder
 
@@ -22,6 +25,7 @@ ENV INITRD No
 ENV LANG en_US.UTF-8
 ENV GOROOT /opt/go
 ENV GOPATH /go
+ENV PATH ${PATH}:${GOROOT}/bin:${GOPATH}/bin
 
 RUN apt-get update && apt-get install -y --no-install-recommends \
     ca-certificates \
@@ -36,14 +40,8 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     && apt-get clean \
     && rm -rf /var/lib/apt/lists/*
 
-WORKDIR /opt
-COPY versions/GO_VERSION .
-RUN export GO_VERSION="$(cat GO_VERSION)" \
-    && curl -sSL -O "https://dl.google.com/go/go${GO_VERSION}.linux-amd64.tar.gz" \
-    && tar zxf "go${GO_VERSION}.linux-amd64.tar.gz" \
-    && rm "go${GO_VERSION}.linux-amd64.tar.gz" \
-    && ln -s /opt/go/bin/go /usr/bin/ \
-    && mkdir $GOPATH
+COPY --from=golang /usr/local/go $GOROOT
+RUN mkdir $GOPATH
 
 WORKDIR ${GOPATH}/src/github.com/vdaas/vald
 
diff --git a/dockers/ci/base/Dockerfile b/dockers/ci/base/Dockerfile
index 983e88965b..d823dcb3b5 100644
--- a/dockers/ci/base/Dockerfile
+++ b/dockers/ci/base/Dockerfile
@@ -14,7 +14,9 @@
 # limitations under the License.
 #
 
-FROM vdaas/vald-base:latest AS builder
+ARG BASE_TAG=latest
+
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG PROTOBUF_VERSION=3.13.0
 ARG GOLANGCI_LINT_VERSION=v1.31.0
 ARG REVIEWDOG_VERSION=v0.10.2
diff --git a/dockers/dev/Dockerfile b/dockers/dev/Dockerfile
index 84dc8b3556..4db1bb598d 100644
--- a/dockers/dev/Dockerfile
+++ b/dockers/dev/Dockerfile
@@ -14,7 +14,9 @@
 # limitations under the License.
 #
 
-FROM vdaas/vald-ci-container:latest AS vald
+ARG BASE_TAG=latest
+
+FROM vdaas/vald-ci-container:${BASE_TAG} AS vald
 
 FROM mcr.microsoft.com/vscode/devcontainers/go:1 AS base
 
diff --git a/dockers/discoverer/k8s/Dockerfile b/dockers/discoverer/k8s/Dockerfile
index 48297e9cb7..e30ef722ed 100644
--- a/dockers/discoverer/k8s/Dockerfile
+++ b/dockers/discoverer/k8s/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/gateway/vald/Dockerfile b/dockers/gateway/vald/Dockerfile
index d45c873d86..45710bfbe2 100644
--- a/dockers/gateway/vald/Dockerfile
+++ b/dockers/gateway/vald/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/manager/backup/cassandra/Dockerfile b/dockers/manager/backup/cassandra/Dockerfile
index d5a907f36f..9c43145615 100644
--- a/dockers/manager/backup/cassandra/Dockerfile
+++ b/dockers/manager/backup/cassandra/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/manager/backup/mysql/Dockerfile b/dockers/manager/backup/mysql/Dockerfile
index bcacf04bfd..d6b4a8c93e 100644
--- a/dockers/manager/backup/mysql/Dockerfile
+++ b/dockers/manager/backup/mysql/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/manager/compressor/Dockerfile b/dockers/manager/compressor/Dockerfile
index a7223bb05b..4a9cc93fa2 100644
--- a/dockers/manager/compressor/Dockerfile
+++ b/dockers/manager/compressor/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/manager/index/Dockerfile b/dockers/manager/index/Dockerfile
index 4603697227..a8132e44b2 100644
--- a/dockers/manager/index/Dockerfile
+++ b/dockers/manager/index/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/meta/cassandra/Dockerfile b/dockers/meta/cassandra/Dockerfile
index 6134e24553..fa950eb01f 100644
--- a/dockers/meta/cassandra/Dockerfile
+++ b/dockers/meta/cassandra/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/meta/redis/Dockerfile b/dockers/meta/redis/Dockerfile
index 1cff3b90f2..0161b0ed42 100644
--- a/dockers/meta/redis/Dockerfile
+++ b/dockers/meta/redis/Dockerfile
@@ -14,11 +14,12 @@
 # limitations under the License.
 #
 
+ARG BASE_TAG=latest
 ARG DISTROLESS_IMAGE=gcr.io/distroless/static
 ARG DISTROLESS_IMAGE_TAG=nonroot
 ARG UPX_OPTIONS=-9
 
-FROM vdaas/vald-base:latest AS builder
+FROM vdaas/vald-base:${BASE_TAG} AS builder
 ARG UPX_OPTIONS
 
 ENV ORG vdaas
diff --git a/dockers/operator/helm/Dockerfile b/dockers/operator/helm/Dockerfile
index ed6a71478d..531e7f754e 100644
--- a/dockers/operator/helm/Dockerfile
+++ b/dockers/operator/helm/Dockerfile
@@ -19,12 +19,13 @@ ARG GROUP="vald.vdaas.org"
 ARG VALD_KIND="ValdRelease"
 ARG VALD_HELM_OPERATOR_KIND="ValdHelmOperatorRelease"
 
-FROM vdaas/vald-base:latest AS builder
+FROM ubuntu:devel AS builder
 ARG OPERATOR_SDK_VERSION
 ARG VERSION
 ARG GROUP
 ARG VALD_KIND
 ARG VALD_HELM_OPERATOR_KIND
+
 RUN { \
         echo "---"; \
         echo "- version: ${VERSION}"; \
@@ -40,6 +41,7 @@ RUN { \
 FROM quay.io/operator-framework/helm-operator:${OPERATOR_SDK_VERSION}
 LABEL maintainer "Vald team <vald@vdaas.org>"
 
+COPY --from=builder /tmp/watches.yaml ${HOME}/watches.yaml
+
 COPY charts/vald ${HOME}/helm-charts/vald
 COPY charts/vald-helm-operator ${HOME}/helm-charts/vald-helm-operator
-COPY --from=builder /tmp/watches.yaml ${HOME}/watches.yaml