diff --git a/.github/workflows/docker-release.yml b/.github/workflows/docker-release.yml
index f0253dbaece92..b079206f51110 100644
--- a/.github/workflows/docker-release.yml
+++ b/.github/workflows/docker-release.yml
@@ -29,6 +29,10 @@ jobs:
           persist-credentials: false
           submodules: recursive
           ref: ${{ github.ref }}
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
       - shell: bash
         env:
           DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 43483cf5f99fb..983267ff602f7 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -35,7 +35,10 @@ jobs:
         uses: actions/checkout@v3
         with:
           persist-credentials: false
-
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
       - shell: bash
         env:
           DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
@@ -49,7 +52,14 @@ jobs:
           mkdir -p ./build
           echo ${{ github.sha }} > ./build/SHA
           echo ${{ github.event.pull_request.number }} > ./build/PR-NUM
-          DOCKER_BUILDKIT=1 docker build --target ci -t ${{ github.sha }} -t "pr-${{ github.event.pull_request.number }}" .
+          docker buildx build --target ci \
+            --load \
+            --cache-from=type=local,src=/tmp/superset \
+            -t ${{ github.sha }} \
+            -t "pr-${{ github.event.pull_request.number }}" \
+            --platform linux/amd64 \
+            --label "build_actor=${GITHUB_ACTOR}" \
+            .
           docker save ${{ github.sha }} | gzip > ./build/${{ github.sha }}.tar.gz
 
       - name: Upload build artifacts
diff --git a/.github/workflows/docker_build_push.sh b/.github/workflows/docker_build_push.sh
index 1a7575dc2c279..3e90af45f1ada 100755
--- a/.github/workflows/docker_build_push.sh
+++ b/.github/workflows/docker_build_push.sh
@@ -43,13 +43,50 @@ cat<<EOF
   - ${REPO_NAME}:${LATEST_TAG}
 EOF
 
+if [ -z "${DOCKERHUB_TOKEN}" ]; then
+  # Skip if secrets aren't populated -- they're only visible for actions running in the repo (not on forks)
+  echo "Skipping Docker push"
+  # By default load it back
+  DOCKER_ARGS="--load"
+  ARCHITECTURE_FOR_BUILD="linux/amd64 linux/arm64"
+else
+  # Login and push
+  docker logout
+  docker login --username "${DOCKERHUB_USER}" --password "${DOCKERHUB_TOKEN}"
+  DOCKER_ARGS="--push"
+  ARCHITECTURE_FOR_BUILD="linux/amd64,linux/arm64"
+fi
+set -x
+
+#
+# Build the dev image
+#
+docker buildx build --target dev \
+  $DOCKER_ARGS \
+  --cache-from=type=registry,ref=apache/superset:master-dev \
+  --cache-from=type=local,src=/tmp/superset \
+  --cache-to=type=local,ignore-error=true,dest=/tmp/superset \
+  -t "${REPO_NAME}:${SHA}-dev" \
+  -t "${REPO_NAME}:${REFSPEC}-dev" \
+  -t "${REPO_NAME}:${LATEST_TAG}-dev" \
+  --platform linux/amd64 \
+  --label "sha=${SHA}" \
+  --label "built_at=$(date)" \
+  --label "target=dev" \
+  --label "build_actor=${GITHUB_ACTOR}" \
+  .
+
 #
 # Build the "lean" image
 #
-DOCKER_BUILDKIT=1 docker build --target lean \
+docker buildx build --target lean \
+  $DOCKER_ARGS \
+  --cache-from=type=local,src=/tmp/superset \
+  --cache-to=type=local,ignore-error=true,dest=/tmp/superset \
   -t "${REPO_NAME}:${SHA}" \
   -t "${REPO_NAME}:${REFSPEC}" \
   -t "${REPO_NAME}:${LATEST_TAG}" \
+  --platform linux/amd64 \
   --label "sha=${SHA}" \
   --label "built_at=$(date)" \
   --label "target=lean" \
@@ -59,60 +96,48 @@ DOCKER_BUILDKIT=1 docker build --target lean \
 #
 # Build the "lean310" image
 #
-DOCKER_BUILDKIT=1 docker build --target lean \
+docker buildx build --target lean \
+  $DOCKER_ARGS \
+  --cache-from=type=local,src=/tmp/superset \
+  --cache-to=type=local,ignore-error=true,dest=/tmp/superset \
   -t "${REPO_NAME}:${SHA}-py310" \
   -t "${REPO_NAME}:${REFSPEC}-py310" \
   -t "${REPO_NAME}:${LATEST_TAG}-py310" \
+  --platform linux/amd64 \
   --build-arg PY_VER="3.10-slim-bookworm"\
   --label "sha=${SHA}" \
   --label "built_at=$(date)" \
   --label "target=lean310" \
   --label "build_actor=${GITHUB_ACTOR}" \
   .
-
+for BUILD_PLATFORM in $ARCHITECTURE_FOR_BUILD; do
 #
 # Build the "websocket" image
 #
-DOCKER_BUILDKIT=1 docker build \
+docker buildx build \
+  $DOCKER_ARGS \
+  --cache-from=type=registry,ref=apache/superset:master-websocket \
   -t "${REPO_NAME}:${SHA}-websocket" \
   -t "${REPO_NAME}:${REFSPEC}-websocket" \
   -t "${REPO_NAME}:${LATEST_TAG}-websocket" \
+  --platform ${BUILD_PLATFORM} \
   --label "sha=${SHA}" \
   --label "built_at=$(date)" \
   --label "target=websocket" \
   --label "build_actor=${GITHUB_ACTOR}" \
   superset-websocket
 
-#
-# Build the dev image
-#
-DOCKER_BUILDKIT=1 docker build --target dev \
-  -t "${REPO_NAME}:${SHA}-dev" \
-  -t "${REPO_NAME}:${REFSPEC}-dev" \
-  -t "${REPO_NAME}:${LATEST_TAG}-dev" \
-  --label "sha=${SHA}" \
-  --label "built_at=$(date)" \
-  --label "target=dev" \
-  --label "build_actor=${GITHUB_ACTOR}" \
-  .
-
 #
 # Build the dockerize image
 #
-DOCKER_BUILDKIT=1 docker build \
+docker buildx build \
+  $DOCKER_ARGS \
+  --cache-from=type=registry,ref=apache/superset:dockerize \
   -t "${REPO_NAME}:dockerize" \
+  --platform ${BUILD_PLATFORM} \
   --label "sha=${SHA}" \
   --label "built_at=$(date)" \
   --label "build_actor=${GITHUB_ACTOR}" \
   -f dockerize.Dockerfile \
   .
-
-if [ -z "${DOCKERHUB_TOKEN}" ]; then
-  # Skip if secrets aren't populated -- they're only visible for actions running in the repo (not on forks)
-  echo "Skipping Docker push"
-else
-  # Login and push
-  docker logout
-  docker login --username "${DOCKERHUB_USER}" --password "${DOCKERHUB_TOKEN}"
-  docker push --all-tags "${REPO_NAME}"
-fi
+done
diff --git a/Dockerfile b/Dockerfile
index 5d6a64dbf7499..b9714d6c69bc6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -22,16 +22,14 @@ ARG PY_VER=3.9-slim-bookworm
 
 # if BUILDPLATFORM is null, set it to 'amd64' (or leave as is otherwise).
 ARG BUILDPLATFORM=${BUILDPLATFORM:-amd64}
-FROM --platform=${BUILDPLATFORM} node:16-slim AS superset-node
+FROM --platform=${BUILDPLATFORM} node:16-bookworm-slim AS superset-node
 
 ARG NPM_BUILD_CMD="build"
 
-RUN apt-get update -q \
-    && apt-get install -yq --no-install-recommends \
-        python3 \
-        make \
-        gcc \
-        g++
+RUN apt-get update -qq \
+    && apt-get install -yqq --no-install-recommends \
+        build-essential \
+        python3
 
 ENV BUILD_CMD=${NPM_BUILD_CMD} \
     PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
@@ -41,8 +39,9 @@ WORKDIR /app/superset-frontend
 RUN --mount=type=bind,target=/frontend-mem-nag.sh,src=./docker/frontend-mem-nag.sh \
     /frontend-mem-nag.sh
 
-COPY superset-frontend/package*.json ./
-RUN npm ci
+RUN --mount=type=bind,target=./package.json,src=./superset-frontend/package.json \
+    --mount=type=bind,target=./package-lock.json,src=./superset-frontend/package-lock.json \
+    npm ci
 
 COPY ./superset-frontend ./
 # This seems to be the most expensive step
@@ -62,10 +61,11 @@ ENV LANG=C.UTF-8 \
     SUPERSET_HOME="/app/superset_home" \
     SUPERSET_PORT=8088
 
-RUN mkdir -p ${PYTHONPATH} superset/static superset-frontend apache_superset.egg-info requirements \
+RUN --mount=target=/var/lib/apt/lists,type=cache \
+    --mount=target=/var/cache/apt,type=cache \
+    mkdir -p ${PYTHONPATH} superset/static superset-frontend apache_superset.egg-info requirements \
     && useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash superset \
-    && apt-get update -q \
-    && apt-get install -yq --no-install-recommends \
+    && apt-get update -qq && apt-get install -yqq --no-install-recommends \
         build-essential \
         curl \
         default-libmysqlclient-dev \
@@ -74,27 +74,30 @@ RUN mkdir -p ${PYTHONPATH} superset/static superset-frontend apache_superset.egg
         libpq-dev \
         libecpg-dev \
         libldap2-dev \
-    && apt-get autoremove -yqq --purge && rm -rf /var/lib/apt/lists/* /var/[log,tmp]/* /tmp/* && apt-get clean \
     && touch superset/static/version_info.json \
     && chown -R superset:superset ./*
 
-COPY --chown=superset:superset ./requirements/*.txt requirements/
 COPY --chown=superset:superset setup.py MANIFEST.in README.md ./
 # setup.py uses the version information in package.json
 COPY --chown=superset:superset superset-frontend/package.json superset-frontend/
-RUN pip install --no-cache-dir -r requirements/local.txt
+RUN --mount=type=bind,target=./requirements/local.txt,src=./requirements/local.txt \
+    --mount=type=bind,target=./requirements/development.txt,src=./requirements/development.txt \
+    --mount=type=bind,target=./requirements/base.txt,src=./requirements/base.txt \
+    --mount=type=cache,target=/root/.cache/pip \
+    pip install -r requirements/local.txt
 
 COPY --chown=superset:superset --from=superset-node /app/superset/static/assets superset/static/assets
 ## Lastly, let's install superset itself
 COPY --chown=superset:superset superset superset
-RUN pip install --no-cache-dir -e . \
+RUN --mount=type=cache,target=/root/.cache/pip \
+    pip install -e . \
     && flask fab babel-compile --target superset/translations \
     && chown -R superset:superset superset/translations
 
 COPY --chmod=755 ./docker/run-server.sh /usr/bin/
 USER superset
 
-HEALTHCHECK CMD curl -f "http://localhost:$SUPERSET_PORT/health"
+HEALTHCHECK CMD curl -f "http://localhost:${SUPERSET_PORT}/health"
 
 EXPOSE ${SUPERSET_PORT}
 
@@ -109,8 +112,9 @@ ARG GECKODRIVER_VERSION=v0.33.0 \
 
 USER root
 
-RUN apt-get update -q \
-    && apt-get install -yq --no-install-recommends \
+RUN --mount=target=/var/lib/apt/lists,type=cache \
+    --mount=target=/var/cache/apt,type=cache \
+    apt-get install -yqq --no-install-recommends \
         libnss3 \
         libdbus-glib-1-2 \
         libgtk-3-0 \
@@ -119,14 +123,16 @@ RUN apt-get update -q \
         libxtst6 \
         wget \
     # Install GeckoDriver WebDriver
-    && wget https://github.com/mozilla/geckodriver/releases/download/${GECKODRIVER_VERSION}/geckodriver-${GECKODRIVER_VERSION}-linux64.tar.gz -O - | tar xfz - -C /usr/local/bin \
+    && wget -q https://github.com/mozilla/geckodriver/releases/download/${GECKODRIVER_VERSION}/geckodriver-${GECKODRIVER_VERSION}-linux64.tar.gz -O - | tar xfz - -C /usr/local/bin \
     # Install Firefox
-    && wget https://download-installer.cdn.mozilla.net/pub/firefox/releases/${FIREFOX_VERSION}/linux-x86_64/en-US/firefox-${FIREFOX_VERSION}.tar.bz2 -O - | tar xfj - -C /opt \
+    && wget -q https://download-installer.cdn.mozilla.net/pub/firefox/releases/${FIREFOX_VERSION}/linux-x86_64/en-US/firefox-${FIREFOX_VERSION}.tar.bz2 -O - | tar xfj - -C /opt \
     && ln -s /opt/firefox/firefox /usr/local/bin/firefox \
-    && apt-get autoremove -yqq --purge wget && rm -rf /var/lib/apt/lists/* /var/[log,tmp]/* /tmp/* && apt-get clean
-
+    && apt-get autoremove -yqq --purge wget && rm -rf /var/[log,tmp]/* /tmp/*
 # Cache everything for dev purposes...
-RUN pip install --no-cache-dir -r requirements/docker.txt
+RUN --mount=type=bind,target=./requirements/base.txt,src=./requirements/base.txt \
+    --mount=type=bind,target=./requirements/docker.txt,src=./requirements/docker.txt \
+    --mount=type=cache,target=/root/.cache/pip \
+    pip install -r requirements/docker.txt
 
 USER superset
 ######################################################################
diff --git a/dockerize.Dockerfile b/dockerize.Dockerfile
index 4a3fa1b6f25dd..923295c457100 100644
--- a/dockerize.Dockerfile
+++ b/dockerize.Dockerfile
@@ -4,10 +4,11 @@ ARG DOCKERIZE_VERSION=v0.7.0
 
 RUN apk update --no-cache \
     && apk add --no-cache wget openssl \
-    && wget -O - https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz | tar xzf - -C /usr/local/bin \
+    && case "$(apk --print-arch)" in \
+        x86_64) ARCH=amd64 ;; \
+        aarch64) ARCH=arm64 ;; \
+       esac \
+    && wget -O - https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-linux-${ARCH}-${DOCKERIZE_VERSION}.tar.gz | tar xzf - -C /usr/local/bin \
     && apk del wget
 
 USER 10001
-
-ENTRYPOINT ["dockerize"]
-CMD ["--help"]