diff --git a/build/docker/builder/cpu/centos7/Dockerfile b/build/docker/builder/cpu/centos7/Dockerfile
index 9d39c520f2..0667c1a7f0 100644
--- a/build/docker/builder/cpu/centos7/Dockerfile
+++ b/build/docker/builder/cpu/centos7/Dockerfile
@@ -9,7 +9,7 @@
 # is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
 # or implied. See the License for the specific language governing permissions and limitations under the License.
 
-FROM milvusdb/openblas:centos7-20210706
+FROM milvusdb/openblas:centos7-20230209
 
 RUN yum install -y epel-release centos-release-scl-rh && yum install -y wget curl which && \
     wget -qO- "https://cmake.org/files/v3.24/cmake-3.24.0-linux-x86_64.tar.gz" | tar --strip-components=1 -xz -C /usr/local && \
diff --git a/build/docker/builder/entrypoint.sh b/build/docker/builder/entrypoint.sh
index 879dbf0db3..42bd7c6bbd 100755
--- a/build/docker/builder/entrypoint.sh
+++ b/build/docker/builder/entrypoint.sh
@@ -22,12 +22,12 @@ if ! whoami &> /dev/null; then
 fi
 
 set +e
-if [ -f "/etc/profile.d/devtoolset-7.sh" ]; then
-  source "/etc/profile.d/devtoolset-7.sh"
+if [ -f "/etc/profile.d/devtoolset-8.sh" ]; then
+  source "/etc/profile.d/devtoolset-8.sh"
 fi
 
-if [ -f "/etc/profile.d/llvm-toolset-7.sh" ]; then
-  source "/etc/profile.d/llvm-toolset-7.sh"
+if [ -f "/etc/profile.d/llvm-toolset-8.sh" ]; then
+  source "/etc/profile.d/llvm-toolset-8.sh"
 fi
 
 # Exit immediately for non zero status
diff --git a/build/docker/milvus/centos7/Dockerfile b/build/docker/milvus/centos7/Dockerfile
index bdb1fcae4e..7801637907 100644
--- a/build/docker/milvus/centos7/Dockerfile
+++ b/build/docker/milvus/centos7/Dockerfile
@@ -9,7 +9,7 @@
 # is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
 # or implied. See the License for the specific language governing permissions and limitations under the License.
 
-FROM milvusdb/openblas:centos7-20210706 AS openblas
+FROM milvusdb/openblas:centos7-20230209 AS openblas
 
 FROM centos:centos7
 
diff --git a/build/docker/openblas/centos7/Dockerfile b/build/docker/openblas/centos7/Dockerfile
index 6924de1c63..9c1f5832e9 100644
--- a/build/docker/openblas/centos7/Dockerfile
+++ b/build/docker/openblas/centos7/Dockerfile
@@ -3,11 +3,11 @@ FROM centos:centos7
 SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 
 RUN yum install -y epel-release centos-release-scl-rh && yum install -y wget make automake \
-    devtoolset-7-gcc devtoolset-7-gcc-c++ devtoolset-7-gcc-gfortran && \
+    devtoolset-8-gcc devtoolset-8-gcc-c++ devtoolset-8-gcc-gfortran && \
     rm -rf /var/cache/yum/* && \
-    echo "source scl_source enable devtoolset-7" >> /etc/profile.d/devtoolset-7.sh
+    echo "source scl_source enable devtoolset-8" >> /etc/profile.d/devtoolset-8.sh
 
-RUN source /etc/profile.d/devtoolset-7.sh && \
+RUN source /etc/profile.d/devtoolset-8.sh && \
     wget https://github.com/xianyi/OpenBLAS/archive/v0.3.9.tar.gz && \
     tar zxvf v0.3.9.tar.gz && cd OpenBLAS-0.3.9 && \
     make TARGET=CORE2 DYNAMIC_ARCH=1 DYNAMIC_OLDER=1 USE_THREAD=0 USE_OPENMP=0 FC=gfortran CC=gcc COMMON_OPT="-O3 -g -fPIC" FCOMMON_OPT="-O3 -g -fPIC -frecursive" NMAX="NUM_THREADS=128" LIBPREFIX="libopenblas" INTERFACE64=0 NO_STATIC=1 && \
diff --git a/build/rpm/setup-env.sh b/build/rpm/setup-env.sh
index 899ae13962..d48c86258b 100755
--- a/build/rpm/setup-env.sh
+++ b/build/rpm/setup-env.sh
@@ -4,12 +4,12 @@
 
 # Install devltoolset
 yum install -y epel-release centos-release-scl-rh && yum install -y wget make automake \
-    devtoolset-7-gcc devtoolset-7-gcc-c++ devtoolset-7-gcc-gfortran && \
+    devtoolset-8-gcc devtoolset-8-gcc-c++ devtoolset-8-gcc-gfortran && \
     rm -rf /var/cache/yum/* && \
-    echo "source scl_source enable devtoolset-7" >> /etc/profile.d/devtoolset-7.sh
+    echo "source scl_source enable devtoolset-8" >> /etc/profile.d/devtoolset-8.sh
 
 # Install openblas
-source /etc/profile.d/devtoolset-7.sh && \
+source /etc/profile.d/devtoolset-8.sh && \
     wget https://github.com/xianyi/OpenBLAS/archive/v0.3.9.tar.gz && \
     tar zxvf v0.3.9.tar.gz && cd OpenBLAS-0.3.9 && \
     make TARGET=CORE2 DYNAMIC_ARCH=1 DYNAMIC_OLDER=1 USE_THREAD=0 USE_OPENMP=0 FC=gfortran CC=gcc COMMON_OPT="-O3 -g -fPIC" FCOMMON_OPT="-O3 -g -fPIC -frecursive" NMAX="NUM_THREADS=128" LIBPREFIX="libopenblas" INTERFACE64=0 NO_STATIC=1 && \
@@ -19,14 +19,14 @@ source /etc/profile.d/devtoolset-7.sh && \
 export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/lib"
 
 # Install tbb
-source /etc/profile.d/devtoolset-7.sh && \
+source /etc/profile.d/devtoolset-8.sh && \
     git clone https://github.com/wjakob/tbb.git && \
     cd tbb/build && \
     cmake .. && make -j && make install && \
     cd ../../ && rm -rf tbb/
 
 # Install boost
-source /etc/profile.d/devtoolset-7.sh && \
+source /etc/profile.d/devtoolset-8.sh && \
     wget -q https://boostorg.jfrog.io/artifactory/main/release/1.65.1/source/boost_1_65_1.tar.gz && \
     tar zxf boost_1_65_1.tar.gz && cd boost_1_65_1 && \
     ./bootstrap.sh --prefix=/usr/local --with-toolset=gcc --without-libraries=python && \
diff --git a/scripts/install_deps.sh b/scripts/install_deps.sh
index 56b483bef1..cd8e7c27c3 100755
--- a/scripts/install_deps.sh
+++ b/scripts/install_deps.sh
@@ -26,20 +26,20 @@ function install_linux_deps() {
 
     sudo pip3 install conan
   elif [[ -x "$(command -v yum)" ]]; then
-    # for CentOS devtoolset-7
+    # for CentOS devtoolset-8
     sudo yum install -y epel-release centos-release-scl-rh 
     sudo yum install -y wget curl which \
       git make automake python3-devel \
-      devtoolset-7-gcc devtoolset-7-gcc-c++ devtoolset-7-gcc-gfortran \
-      llvm-toolset-7.0-clang llvm-toolset-7.0-clang-tools-extra \
+      devtoolset-8-gcc devtoolset-8-gcc-c++ devtoolset-8-gcc-gfortran \
+      llvm-toolset-8.0-clang llvm-toolset-8.0-clang-tools-extra \
       libaio libuuid-devel unzip \
       ccache lcov libtool m4 autoconf automake
 
     sudo pip3 install conan
-    echo "source scl_source enable devtoolset-7" | sudo tee -a /etc/profile.d/devtoolset-7.sh
-    echo "source scl_source enable llvm-toolset-7.0" | sudo tee -a /etc/profile.d/llvm-toolset-7.sh
-    echo "export CLANG_TOOLS_PATH=/opt/rh/llvm-toolset-7.0/root/usr/bin" | sudo tee -a /etc/profile.d/llvm-toolset-7.sh
-    source "/etc/profile.d/llvm-toolset-7.sh"
+    echo "source scl_source enable devtoolset-8" | sudo tee -a /etc/profile.d/devtoolset-8.sh
+    echo "source scl_source enable llvm-toolset-8.0" | sudo tee -a /etc/profile.d/llvm-toolset-8.sh
+    echo "export CLANG_TOOLS_PATH=/opt/rh/llvm-toolset-8.0/root/usr/bin" | sudo tee -a /etc/profile.d/llvm-toolset-8.sh
+    source "/etc/profile.d/llvm-toolset-8.sh"
   else
     echo "Error Install Dependencies ..."
     exit 1
diff --git a/scripts/install_deps_embd.sh b/scripts/install_deps_embd.sh
index c4f75e8eca..a70083c594 100644
--- a/scripts/install_deps_embd.sh
+++ b/scripts/install_deps_embd.sh
@@ -33,16 +33,16 @@ function install_linux_deps() {
       sudo yum install -y epel-release centos-release-scl-rh && \
       sudo yum install -y git make automake ccache openssl-devel zlib-devel libzstd-devel \
           libcurl-devel python3-devel \
-          devtoolset-7-gcc devtoolset-7-gcc-c++ devtoolset-7-gcc-gfortran \
-          llvm-toolset-7.0-clang llvm-toolset-7.0-clang-tools-extra
+          devtoolset-8-gcc devtoolset-8-gcc-c++ devtoolset-8-gcc-gfortran \
+          llvm-toolset-8.0-clang llvm-toolset-8.0-clang-tools-extra
 
-      echo "source scl_source enable devtoolset-7" | sudo tee -a /etc/profile.d/devtoolset-7.sh
-      echo "source scl_source enable llvm-toolset-7.0" | sudo tee -a /etc/profile.d/llvm-toolset-7.sh
-      echo "export CLANG_TOOLS_PATH=/opt/rh/llvm-toolset-7.0/root/usr/bin" | sudo tee -a /etc/profile.d/llvm-toolset-7.sh
-      source "/etc/profile.d/llvm-toolset-7.sh"
+      echo "source scl_source enable devtoolset-8" | sudo tee -a /etc/profile.d/devtoolset-8.sh
+      echo "source scl_source enable llvm-toolset-8.0" | sudo tee -a /etc/profile.d/llvm-toolset-8.sh
+      echo "export CLANG_TOOLS_PATH=/opt/rh/llvm-toolset-8.0/root/usr/bin" | sudo tee -a /etc/profile.d/llvm-toolset-8.sh
+      source "/etc/profile.d/llvm-toolset-8.sh"
 
       # install OpenBLAS, this could take a while.
-      source "/etc/profile.d/devtoolset-7.sh" && \
+      source "/etc/profile.d/devtoolset-8.sh" && \
           wget https://github.com/xianyi/OpenBLAS/archive/v0.3.9.tar.gz && \
           tar zxvf v0.3.9.tar.gz && cd OpenBLAS-0.3.9 && \
           make TARGET=CORE2 DYNAMIC_ARCH=1 DYNAMIC_OLDER=1 USE_THREAD=0 USE_OPENMP=0 FC=gfortran CC=gcc COMMON_OPT="-O3 -g -fPIC" FCOMMON_OPT="-O3 -g -fPIC -frecursive" NMAX="NUM_THREADS=128" LIBPREFIX="libopenblas" INTERFACE64=0 NO_STATIC=1 && \