diff --git a/tools/docker/Dockerfile.anolis8.4 b/tools/docker/Dockerfile.anolis8.4
new file mode 100644
index 00000000..662eb421
--- /dev/null
+++ b/tools/docker/Dockerfile.anolis8.4
@@ -0,0 +1,202 @@
+#Notice:Anolis is not an official supported distribution now. Take your own risk to use it.
+FROM alpine:3.11 AS alpine
+
+RUN apk update && \
+    apk --no-cache add openjdk11 openjdk8 --repository=http://dl-cdn.alpinelinux.org/alpine/edge/community
+
+FROM openanolis/anolisos:8.4-x86_64 
+
+LABEL maintainer="Chunyang Hui <sanqian.hcy@antgroup.com>"
+
+#The default shell for the RUN instruction is ["/bin/sh", "-c"], which sometimes cause unexpected error
+#for example "source a_file". Use bash as default shell instead.
+SHELL ["/bin/bash", "-c"]
+
+RUN yum install -y epel-release && \
+        yum install -y --nogpgcheck \
+        epel-release \
+        astyle \
+        autoconf \
+        automake \
+        bison \
+        bzip2 \
+        boost-devel \
+        ca-certificates \
+        clang \
+        cmake \
+        curl \
+        curl-devel \
+        createrepo \
+        expect \
+        expat \
+        expat-devel \
+        gettext \
+        file \
+        fuse-devel \
+        fuse-libs \
+        gawk \
+        gcc \
+        gcc-c++ \
+        glibc-headers \
+        gdb \
+        git-core \
+        gmp-devel \
+        golang \
+        jq \
+        libmpc-devel \
+        libxml2-devel \
+        libtool \
+        pkgconfig \
+        python2 \
+        kmod \
+        make \
+        mod_ssl \
+        mpfr-devel \
+        ocaml \
+        ocaml-ocamlbuild \
+        openssl \
+        openssl-devel \
+        patch \
+        python3 \
+        sudo \
+        uuid-devel \
+        vim \
+        wget \
+        yum-utils \
+        rpm-build \
+        git \
+        protobuf \
+        protobuf-c \
+        protobuf-compiler \
+        protobuf-c-compiler \
+        protobuf-c-devel \
+        protobuf-devel \
+        rsync && \
+    yum groupinstall -y 'Development Tools' && \
+    yum clean all && \
+    alternatives --set python /usr/bin/python3
+
+# Anolis8.4 use GCC 8.4.1 as default toolchain
+
+# Install PSW and DCAP RPM packages
+WORKDIR /tmp
+RUN wget https://mirrors.openanolis.cn/inclavare-containers/bin/anolis8.4/sgx-2.17/sgx_rpm_local_repo.tar.gz && \
+    tar -xzf sgx_rpm_local_repo.tar.gz && \
+    rm -f sgx_rpm_local_repo.tar.gz && \
+    cd /tmp/sgx_rpm_local_repo && \
+    rpm -ivh --nodeps libsgx-ae-pce*.rpm \
+    libsgx-headers*.rpm \
+    libsgx-ae-qe3*.rpm \
+    libsgx-ae-qve*.rpm \
+    libsgx-enclave-common*.rpm \
+    libsgx-quote-ex*.rpm \
+    libsgx-urts*.rpm \
+    libsgx-dcap-ql*.rpm \
+    libsgx-qe3-logic*.rpm \
+    libsgx-pce-logic*.rpm \
+    libsgx-dcap-quote-verify*.rpm \
+    libsgx-dcap-ql*.rpm \
+    libsgx-dcap-ql-dev*.rpm \
+    libsgx-dcap-default-qpl*.rpm \
+    libsgx-dcap-default-qpl-dev*.rpm \
+    libsgx-dcap-quote-verify-dev*.rpm \
+    libsgx-uae-service*.rpm \
+    libsgx-epid*.rpm \
+    libsgx-launch*.rpm \
+    libsgx-ae-le-*.rpm \
+    libsgx-aesm-launch-plugin-*.rpm \
+    sgx-aesm-service*.rpm && \
+    rm -rf /tmp/sgx_rpm_local_repo
+
+# Install SGX SDK
+WORKDIR /tmp
+WORKDIR /tmp
+RUN git clone -b sgx_2.17.1_for_occlum https://github.com/occlum/linux-sgx && \
+    mkdir /etc/init && \
+    cd linux-sgx && \
+    make preparation && \
+    ./compile_and_install.sh no_mitigation USE_OPT_LIBS=3 && \
+    echo 'source /opt/intel/sgxsdk/environment' >> /root/.bashrc && \
+    rm -rf /tmp/linux-sgx
+
+# Install cpuid tool for tests
+WORKDIR /tmp
+RUN wget http://www.etallen.com/cpuid/cpuid-20200211.x86_64.tar.gz && \
+    tar -xf ./cpuid-20200211.x86_64.tar.gz && \
+    cp ./cpuid-20200211/cpuid /usr/bin/ && \
+    rm -rf /tmp/cpuid-20200211*
+
+# Download the Occlum source
+ARG OCCLUM_BRANCH
+WORKDIR /root
+RUN git clone -b $OCCLUM_BRANCH https://github.com/occlum/occlum && \
+    cp -r /root/occlum/tools/toolchains/* /tmp/ && mkdir -p /opt/occlum/ && \
+    cp /root/occlum/tools/docker/start_aesm.sh /opt/occlum/
+
+# Install Occlum toolchain
+WORKDIR /tmp
+RUN cd musl-gcc && ./build.sh && ./install_zlib.sh && rm -rf /tmp/musl-gcc
+ENV PATH="/opt/occlum/build/bin:/usr/local/occlum/bin:$PATH"
+
+# Install glibc
+WORKDIR /tmp
+RUN cd glibc && ./build.sh && rm -rf /tmp/glibc
+
+# Install Occlum Golang toolchain
+WORKDIR /tmp
+RUN cd golang && ./build.sh && rm -rf /tmp/golang
+ENV PATH="/opt/occlum/toolchains/golang/bin:$PATH"
+
+# Install Rust
+ENV PATH="/root/.cargo/bin:$PATH"
+ENV OCCLUM_RUST_VERSION=nightly-2022-02-23
+RUN curl https://sh.rustup.rs -sSf | \
+        sh -s -- --default-toolchain ${OCCLUM_RUST_VERSION} -y && \
+    rm -rf /root/.cargo/registry && rm -rf /root/.cargo/git && \
+    cargo -V
+
+# Install Occlum Rust toolchain
+WORKDIR /tmp
+RUN cd rust && ./build.sh && rm -rf /tmp/rust
+ENV PATH="/opt/occlum/toolchains/rust/bin:$PATH"
+
+# Install Occlum bash
+WORKDIR /tmp
+RUN cd bash && ./build.sh && rm -rf /tmp/bash
+
+# Install Occlum busybox
+WORKDIR /tmp
+RUN cd busybox && ./build.sh && rm -rf /tmp/busybox
+
+# Install Occlum Java toolchain (JDK 11)
+ARG JDK11_PATH=/opt/occlum/toolchains/jvm/java-11-openjdk
+COPY --from=alpine /usr/lib/jvm/java-11-openjdk $JDK11_PATH
+RUN rm $JDK11_PATH/lib/security/cacerts
+COPY --from=alpine /etc/ssl/certs/java/cacerts $JDK11_PATH/lib/security/cacerts
+WORKDIR /tmp
+RUN cd java && ./install_dragonwell.sh && rm -rf /tmp/java
+ENV PATH="/opt/occlum/toolchains/jvm/bin:$PATH"
+
+# Install OpenJDK 8
+ARG JDK8_PATH=/opt/occlum/toolchains/jvm/java-1.8-openjdk
+COPY --from=alpine /usr/lib/jvm/java-1.8-openjdk $JDK8_PATH
+RUN rm $JDK8_PATH/jre/lib/security/cacerts
+COPY --from=alpine /etc/ssl/certs/java/cacerts $JDK8_PATH/jre/lib/security/cacerts
+
+# Build and install Occlum
+WORKDIR /root
+RUN cd occlum && \
+    source /opt/intel/sgxsdk/environment && \
+    make submodule && \
+    OCCLUM_RELEASE_BUILD=1 make install && \
+    cp -r demos /root/demos && \
+    rm -rf /root/occlum
+
+# Start AESM service automatically
+#
+# To do so, we add the script to ~/.bashrc. We cannot use systemd to run AESM
+# as a "real" service since the pid 1 is not systemd in Docker. So we start
+# up AESM service when an user login with an interative shell.
+RUN mkdir -p /var/run/aesmd && echo '/opt/occlum/start_aesm.sh' >> /root/.bashrc
+
+WORKDIR /root
diff --git a/tools/docker/README.md b/tools/docker/README.md
index 559ac24a..f1385234 100644
--- a/tools/docker/README.md
+++ b/tools/docker/README.md
@@ -4,7 +4,7 @@ This folder contains scripts and Dockerfiles for users to build the Docker image
 for Occlum. An Occlum Docker image sets up the development environment for
 Occlum and also gets Occlum preinstalled.
 
-Currently, three Linux OS distributions are supported: Ubuntu 18.04, CentOS 8.2 and aliyunlinux3.
+Currently, three Linux OS distributions are supported: Ubuntu 18.04, Ubuntu 20.04, CentOS 8.2, aliyunlinux3 and anolis8.4.
 
 ## How to Build
 
@@ -17,7 +17,7 @@ describe the version of Occlum preinstalled in the Docker image
 (e.g., "latest", "0.24.0", and "prerelease") and `<OS_NAME>` is the
 name of the OS distribution that the Docker image is based on.
 Currently, `<OS_NAME>` must be one of the following values:
-`ubuntu18.04`, `centos8.2` and `aliyunlinux3`.
+`ubuntu18.04`, `ubuntu20.04`, `centos8.2`, `aliyunlinux3` and `anolis8.4`.
 `<OCCLUM_BRANCH>` indicates which the docker image is built on, e.g "0.24.0".
 It is optional, if not provided, "master" branch will be used.
 
diff --git a/tools/docker/build_image.sh b/tools/docker/build_image.sh
index ea65a30b..86aad942 100755
--- a/tools/docker/build_image.sh
+++ b/tools/docker/build_image.sh
@@ -23,6 +23,7 @@ USAGE:
         ubuntu20.04         Use Ubuntu 20.04 as the base image
         centos8.2           Use CentOS 8.2 as the base image
         aliyunlinux3        Use AliyunLinux 3 as the base image
+        anolis8.4           Use Anolis 8.4 as the base image
 
 <OCCLUM_BRANCH>:
     The Occlum branch which the docker image is built on, e.g "0.24.0".
@@ -49,7 +50,7 @@ function check_item_in_list() {
     [[ $list =~ (^|[[:space:]])$item($|[[:space:]]) ]]
 }
 
-check_item_in_list "$os_name" "ubuntu18.04 ubuntu20.04 centos8.2 aliyunlinux3" || report_error
+check_item_in_list "$os_name" "ubuntu18.04 ubuntu20.04 centos8.2 aliyunlinux3 anolis8.4" || report_error
 
 cd "$script_dir/.."
 docker build -f "$script_dir/Dockerfile.$os_name" -t "occlum/occlum:$occlum_label-$os_name" --build-arg OCCLUM_BRANCH=$occlum_branch .