diff --git a/.cargo/config.toml b/.cargo/config.toml
new file mode 100644
index 0000000000..3c32d251c5
--- /dev/null
+++ b/.cargo/config.toml
@@ -0,0 +1,2 @@
+[target.aarch64-unknown-linux-gnu]
+linker = "aarch64-linux-gnu-gcc"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000000..abe6ce821d
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,171 @@
+on:
+  push:
+    tags:
+      - "v*.*.*"
+
+name: Release
+
+env:
+  RUST_TOOLCHAIN: nightly-2022-07-14
+
+jobs:
+  build:
+    name: Build binary
+    strategy:
+      matrix:
+        # The file format is greptime-<tag>.<os>-<arch>
+        include:
+          - arch: x86_64-unknown-linux-gnu
+            os: ubuntu-latest
+            file: greptime-${{ github.ref_name }}.linux-amd64
+          - arch: aarch64-unknown-linux-gnu
+            os: ubuntu-latest
+            file: greptime-${{ github.ref_name }}.linux-arm64
+          - arch: aarch64-apple-darwin
+            os: macos-latest
+            file: greptime-${{ github.ref_name }}.darwin-arm64
+          - arch: x86_64-apple-darwin
+            os: macos-latest
+            file: greptime-${{ github.ref_name }}.darwin-amd64
+    runs-on: ${{ matrix.os }}
+    steps:
+      - name: Checkout sources
+        uses: actions/checkout@v3
+
+      - name: Cache cargo assets
+        uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cargo/bin/
+            ~/.cargo/registry/index/
+            ~/.cargo/registry/cache/
+            ~/.cargo/git/db/
+            target/
+          key: ${{ matrix.arch }}-build-cargo-${{ hashFiles('**/Cargo.lock') }}
+
+      - name: Install Protoc for linux
+        if: contains(matrix.arch, 'linux') && endsWith(matrix.arch, '-gnu')
+        run: | # Make sure the protoc is >= 3.15
+          wget https://github.com/protocolbuffers/protobuf/releases/download/v21.9/protoc-21.9-linux-x86_64.zip
+          unzip protoc-21.9-linux-x86_64.zip -d protoc
+          sudo cp protoc/bin/protoc /usr/local/bin/
+          sudo cp -r protoc/include/google /usr/local/include/
+
+      - name: Install Protoc for macos
+        if: contains(matrix.arch, 'darwin')
+        run: |
+          brew install protobuf
+
+      - name: Install dependencies for linux
+        if: contains(matrix.arch, 'linux') && endsWith(matrix.arch, '-gnu')
+        run: |
+          sudo apt-get -y update
+          sudo apt-get -y install libssl-dev pkg-config g++-aarch64-linux-gnu gcc-aarch64-linux-gnu
+
+      - name: Install stable toolchain
+        uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: ${{ env.RUST_TOOLCHAIN }}
+          override: true
+          target: ${{ matrix.arch }}
+
+      - name: Output package versions
+        run: protoc --version ; cargo version ; rustc --version ; gcc --version ; g++ --version
+
+      - name: Run cargo build
+        uses: actions-rs/cargo@v1
+        with:
+          command: build
+          args: ${{ matrix.opts }} --release --locked --target ${{ matrix.arch }}
+
+      - name: Calculate checksum and rename binary
+        shell: bash
+        run: |
+          cd target/${{ matrix.arch }}/release
+          cp greptime ${{ matrix.file }}
+          echo $(shasum -a 256 greptime | cut -f1 -d' ') > ${{ matrix.file }}.sha256sum
+
+      - name: Upload artifacts
+        uses: actions/upload-artifact@v3
+        with:
+          name: ${{ matrix.file }}
+          path: target/${{ matrix.arch }}/release/${{ matrix.file }}
+
+      - name: Upload checksum of artifacts
+        uses: actions/upload-artifact@v3
+        with:
+          name: ${{ matrix.file }}.sha256sum
+          path: target/${{ matrix.arch }}/release/${{ matrix.file }}.sha256sum
+  release:
+    name: Release artifacts
+    needs: [build]
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout sources
+        uses: actions/checkout@v3
+
+      - name: Download artifacts
+        uses: actions/download-artifact@v3
+
+      - name: Publish release
+        uses: softprops/action-gh-release@v1
+        with:
+          name: "Release ${{ github.ref_name }}"
+          files: |
+            **/greptime-${{ github.ref_name }}.*
+
+  docker:
+    name: Build docker image
+    needs: [build]
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout sources
+        uses: actions/checkout@v2
+
+      - name: Download amd64 binary
+        uses: actions/download-artifact@v3
+        with:
+          name: greptime-${{ github.ref_name }}.linux-amd64
+          path: amd64
+
+      - name: Rename amd64 binary
+        run: |
+          mv amd64/greptime-${{ github.ref_name }}.linux-amd64 amd64/greptime
+
+      - name: Download arm64 binary
+        uses: actions/download-artifact@v3
+        with:
+          name: greptime-${{ github.ref_name }}.linux-arm64
+          path: arm64
+
+      - name: Rename arm64 binary
+        run: |
+          mv arm64/greptime-${{ github.ref_name }}.linux-arm64 arm64/greptime
+
+      - name: Set file permissions
+        shell: bash
+        run: |
+          chmod +x amd64/greptime arm64/greptime
+
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v2
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+
+      - name: Set up buildx
+        uses: docker/setup-buildx-action@v2
+
+      - name: Build and push
+        uses: docker/build-push-action@v3
+        with:
+          context: .
+          file: ./docker/ci/Dockerfile
+          push: true
+          platforms: linux/amd64,linux/arm64
+          tags: ghcr.io/greptimeteam/greptimedb:${{ github.ref_name }}
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 3a02c1195d..8140f09197 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -24,9 +24,8 @@ RUN cargo build --release
 # TODO(zyy17): Maybe should use the more secure container image.
 FROM ubuntu:22.04 as base
 
-WORKDIR /greptimedb
-COPY --from=builder /greptimedb/target/release/greptime /greptimedb/bin/
-ENV PATH /greptimedb/bin/:$PATH
+WORKDIR /greptime
+COPY --from=builder /greptimedb/target/release/greptime /greptime/bin/
+ENV PATH /greptime/bin/:$PATH
 
-ENTRYPOINT [ "greptime" ]
-CMD [ "datanode", "start"]
+ENTRYPOINT ["greptime"]
diff --git a/docker/ci/Dockerfile b/docker/ci/Dockerfile
new file mode 100644
index 0000000000..358e277592
--- /dev/null
+++ b/docker/ci/Dockerfile
@@ -0,0 +1,9 @@
+FROM ubuntu:22.04
+
+ARG TARGETARCH
+
+ADD $TARGETARCH/greptime /greptime/bin/
+
+ENV PATH /greptime/bin/:$PATH
+
+ENTRYPOINT ["greptime"]