diff --git a/docker-files/cpp/Dockerfile b/docker-files/cpp/Dockerfile
index 6be13fc1..d14397eb 100644
--- a/docker-files/cpp/Dockerfile
+++ b/docker-files/cpp/Dockerfile
@@ -29,16 +29,48 @@ RUN git clone https://github.com/WeBankBlockchain/WeDPR-Component.git --recursiv
     && cmake .. -DBUILD_STATIC=ON && make -j8 && cat /WeDPR-Component/cpp/build/*.log
 
 
-FROM ubuntu:18.04
+FROM ubuntu:18.04 as wedpr-gateway-service
 LABEL maintainer service@webank.com
     
-RUN apt-get -q update && apt-get install -qy --no-install-recommends vim libkrb5-dev krb5-user pkg-config default-libmysqlclient-dev \
+RUN apt-get -q update && apt-get install -qy --no-install-recommends vim \
         && ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime \
         && apt-get install -qy --no-install-recommends tzdata \
         && dpkg-reconfigure --frontend noninteractive tzdata \
-        && rm -rf /var/lib/apt/lists/*
-    
-COPY --from=builder /WeDPR-Component/cpp/build/bin/ppc-gateway-service /usr/local/bin/ppc-gateway-service
-COPY --from=builder /WeDPR-Component/cpp/build/bin/ppc-pro-node /usr/local/bin/ppc-pro-node
-COPY --from=builder /WeDPR-Component/cpp/build/bin/ppc-air-node /usr/local/bin/ppc-air-node
-COPY --from=builder /WeDPR-Component/cpp/build/bin/wedpr-mpc /usr/local/bin/wedpr-mpc
\ No newline at end of file
+        && rm -rf /var/lib/apt/lists/* \
+
+RUN mkdir -p /data/home/wedpr/wedpr-gateway-service
+
+COPY --from=builder /WeDPR-Component/cpp/build/bin/ppc-gateway-service /data/home/wedpr/wedpr-gateway-service/ppc-gateway-service
+
+ENTRYPOINT ["/data/home/wedpr/wedpr-gateway-service/ppc-gateway-service", "-c", "config.ini"]
+
+
+FROM ubuntu:18.04 as wedpr-pro-node-service
+LABEL maintainer service@webank.com
+
+RUN apt-get -q update && apt-get install -qy --no-install-recommends vim libkrb5-dev krb5-user \
+        && ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime \
+        && apt-get install -qy --no-install-recommends tzdata \
+        && dpkg-reconfigure --frontend noninteractive tzdata \
+        && rm -rf /var/lib/apt/lists/* \
+
+RUN mkdir -p /data/home/wedpr/wedpr-pro-node-service
+
+COPY --from=builder /WeDPR-Component/cpp/build/bin/ppc-pro-node /data/home/wedpr/wedpr-pro-node-service/ppc-pro-node
+
+ENTRYPOINT ["/data/home/wedpr/wedpr-pro-node-service/ppc-pro-node", "-c", "config.ini"]
+
+FROM ubuntu:18.04 as wedpr-mpc-service
+LABEL maintainer service@webank.com
+
+RUN apt-get -q update && apt-get install -qy --no-install-recommends vim libkrb5-dev krb5-user \
+        && ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime \
+        && apt-get install -qy --no-install-recommends tzdata \
+        && dpkg-reconfigure --frontend noninteractive tzdata \
+        && rm -rf /var/lib/apt/lists/* \
+
+RUN mkdir -p /data/home/wedpr/wedpr-mpc-service
+
+COPY --from=builder /WeDPR-Component/cpp/build/bin/wedpr-mpc /data/home/wedpr/wedpr-mpc-service/wedpr-mpc
+
+ENTRYPOINT ["/data/home/wedpr/wedpr-mpc-service/wedpr-mpc", "-c", "config.ini"]
diff --git a/docker-files/model/Dockerfile b/docker-files/model/Dockerfile
new file mode 100644
index 00000000..7c57b93b
--- /dev/null
+++ b/docker-files/model/Dockerfile
@@ -0,0 +1,33 @@
+FROM wedpr-image:latest as wedpr-model-service
+
+LABEL maintainer service@webank.com
+
+ENV LANG zh_CN.UTF-8
+ENV LANGUAGE zh_CN.UTF-8
+ENV LC_ALL zh_CN.UTF-8
+
+WORKDIR /data/home/wedpr
+ARG SOURCE_BRANCH
+ENV DEBIAN_FRONTEND=noninteractive \
+    SOURCE=${SOURCE_BRANCH:-master}
+
+RUN mkdir -p /data/home/wedpr
+# copy requirements
+COPY depends/requirements.txt /data/home/wedpr/requirements.txt
+
+# install the requirements
+RUN pip install --no-cache-dir -i https://pypi.mirrors.ustc.edu.cn/simple/ -r /data/home/wedpr/requirements.txt
+
+# obtain the source
+RUN git clone https://github.com/WeBankBlockchain/WeDPR-Component.git --recursive --depth=1 -b ${SOURCE}
+# move the files to the /data/app path
+RUN mkdir -p /data/home/wedpr/wedpr-model/ \
+    && mv /data/home/wedpr/WeDPR-Component/python/ppc_common /data/home/wedpr/wedpr-model/ppc-common \
+    && mv /data/home/wedpr/WeDPR-Component/python/ppc_model /data/home/wedpr/wedpr-model/ppc-model \
+    && mv /data/home/wedpr/WeDPR-Component/python/aes_key.bin /data/home/wedpr/wedpr-model/ppc-model \
+    && cp /data/home/wedpr/model/ppc-model/tools/*.sh /data/home/wedpr/wedpr-model/ppc-model
+
+# clear the WeDPR-Component
+RUN rm -rf /data/home/wedpr/WeDPR-Component
+
+ENTRYPOINT ["/bin/bash", "/data/home/wedpr/wedpr-model/start.sh", "true"]
diff --git a/docker-files/model/depends/requirements.txt b/docker-files/model/depends/requirements.txt
new file mode 100644
index 00000000..7b753c1b
--- /dev/null
+++ b/docker-files/model/depends/requirements.txt
@@ -0,0 +1,59 @@
+cx-Oracle==8.3.0
+click>=8.0
+pytest
+cheroot==8.5.2
+flask_restx==1.3.0
+configobj~=5.0.6
+Flask_SQLAlchemy==3.1.0
+cryptography~=41.0.5
+pandas
+hypothesis~=5.48.0
+parsimonious~=0.8.1
+SQLAlchemy==2.0.16
+argcomplete~=1.12.2
+cytoolz~=0.10.1
+six~=1.15.0
+attrdict~=2.0.1
+Flask~=2.2.5
+pymitter~=0.3.0
+requests~=2.31.0
+requests_toolbelt==0.9.1
+lru_dict==1.1.6
+promise~=2.3
+#protobuf==3.19.0
+# protobuf>=4.21.6,<5.0dev
+protobuf>=5.27.1
+pycryptodome==3.9.9
+pyjwt
+pyyaml
+mysqlclient==2.1.0
+waitress==3.0.0
+sqlparse~=0.4.1
+toolz~=0.11.1
+tenacity==7.0.0
+coincurve~=13.0.0
+google~=3.0.0
+paste~=3.5.0
+func_timeout==4.3.0
+cheroot==8.5.2
+gmssl~=3.2.1
+readerwriterlock~=1.0.4
+jsoncomment~=0.2.3
+matplotlib~=3.2.2
+seaborn~=0.10.1
+sqlvalidator==0.0.17
+requests-toolbelt==0.9.1
+hdfs
+scikit-learn~=0.24.2
+gmpy2
+networkx
+pydot
+snowland-smx
+numpy==1.23.1
+graphviz
+xlrd~=1.0.0
+MarkupSafe>=2.1.1
+urllib3==1.26.18
+phe
+chardet
+requests_kerberos>=0.15.0