diff --git a/Dockerfile.centos b/Dockerfile.centos
index dd80f67..f0b9252 100644
--- a/Dockerfile.centos
+++ b/Dockerfile.centos
@@ -48,12 +48,6 @@ RUN if [ "x${VERSION}" != "x8" ]; then yum install -y centos-release-scl; fi
 
 WORKDIR /root
 
-# Install cmake 3.15
-RUN mkdir -p /opt/vesoft/toolset/cmake \
-  && curl -fsSL https://github.com/Kitware/CMake/releases/download/v3.15.5/cmake-3.15.5-Linux-x86_64.tar.gz -O \
-  && tar zxf cmake*.tar.gz -C /opt/vesoft/toolset/cmake --strip-components=1 \
-  && rm -rf cmake*.tar.gz
-
 ENV TOOLSET_CLANG_DIR=/opt/vesoft/toolset/clang/10.0.0
 ENV PATH=/opt/vesoft/toolset/cmake/bin:${TOOLSET_CLANG_DIR}/bin:${PATH}
 ENV CCACHE_CPP2=1
@@ -66,6 +60,7 @@ SHELL ["/bin/bash", "-c"]
 # Install gcc and llvm by nebula-gears
 RUN bash <(curl -s https://raw.githubusercontent.com/vesoft-inc/nebula-gears/master/install) --prefix=/opt/vesoft/ \
   && /opt/vesoft/bin/install-llvm --version=10.0.0 \
+  && /opt/vesoft/bin/install-cmake \
   && ln -snf ${TOOLSET_CLANG_DIR}/bin/llvm-symbolizer /usr/bin/llvm-symbolizer
 
 # Install git 2.25
@@ -101,6 +96,6 @@ RUN git clone --branch master --single-branch https://github.com/linux-test-proj
 RUN if [ "x${VERSION}" == "x7" ]; then pip3 install --no-cache-dir fastcov; fi
 
 # Install ossutil64
-RUN wget -q http://gosspublic.alicdn.com/ossutil/1.6.10/ossutil64 \
-  && mv ossutil64 /usr/bin/ \
+RUN [[ $(uname -m) = "aarch64" ]] && ARCH="arm"; \
+  wget -q -O /usr/bin/ossutil64 "http://gosspublic.alicdn.com/ossutil/1.7.0/ossutil${ARCH}64" \
   && chmod +x /usr/bin/ossutil64
diff --git a/Dockerfile.ubuntu b/Dockerfile.ubuntu
index dc42e5a..771b925 100644
--- a/Dockerfile.ubuntu
+++ b/Dockerfile.ubuntu
@@ -41,12 +41,6 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 
 WORKDIR /root
 
-# Install cmake
-RUN mkdir -p /opt/vesoft/toolset/cmake \
-  && curl -fsSL https://github.com/Kitware/CMake/releases/download/v3.15.5/cmake-3.15.5-Linux-x86_64.tar.gz -O \
-  && tar zxf cmake*.tar.gz -C /opt/vesoft/toolset/cmake --strip-components=1 \
-  && rm -rf cmake*.tar.gz
-
 ENV TOOLSET_CLANG_DIR=/opt/vesoft/toolset/clang/10.0.0
 ENV PATH=/opt/vesoft/toolset/cmake/bin:${TOOLSET_CLANG_DIR}/bin:${PATH}
 ENV CC=${TOOLSET_CLANG_DIR}/bin/gcc
@@ -57,6 +51,7 @@ SHELL ["/bin/bash", "-c"]
 # Install gcc and llvm by nebula-gears
 RUN bash <(curl -s https://raw.githubusercontent.com/vesoft-inc/nebula-gears/master/install) --prefix=/opt/vesoft/ \
   && /opt/vesoft/bin/install-llvm --version=10.0.0 \
+  && /opt/vesoft/bin/install-cmake \
   && ln -snf ${TOOLSET_CLANG_DIR}/bin/llvm-symbolizer /usr/bin/llvm-symbolizer
 
 # Install git 2.25
@@ -84,6 +79,6 @@ RUN wget -qO- https://github.com/ccache/ccache/releases/download/v3.7.7/ccache-3
   && cd ../ && rm -rf ccache-*
 
 # Install ossutil64
-RUN wget -q http://gosspublic.alicdn.com/ossutil/1.6.10/ossutil64 \
-  && mv ossutil64 /usr/bin/ \
+RUN [[ $(uname -m) = "aarch64" ]] && ARCH="arm"; \
+  wget -q -O /usr/bin/ossutil64 "http://gosspublic.alicdn.com/ossutil/1.7.0/ossutil${ARCH}64" \
   && chmod +x /usr/bin/ossutil64