diff --git a/.github/workflows/velox_weekly.yml b/.github/workflows/velox_weekly.yml
index 7b481886cff9..49a6ec9e364b 100644
--- a/.github/workflows/velox_weekly.yml
+++ b/.github/workflows/velox_weekly.yml
@@ -52,12 +52,20 @@ jobs:
             source /opt/rh/gcc-toolset-9/enable || exit 1
           else
             yum install -y centos-release-scl
+            rm /etc/yum.repos.d/CentOS-SCLo-scl.repo -f
+            sed -i \
+            -e 's/^mirrorlist/#mirrorlist/' \
+            -e 's/^#baseurl/baseurl/' \
+            -e 's/mirror\.centos\.org/vault.centos.org/' \
+            /etc/yum.repos.d/CentOS-SCLo-scl-rh.repo
             yum install -y devtoolset-9
             source /opt/rh/devtoolset-9/enable || exit 1
           fi
-          yum install -y java-1.8.0-openjdk-devel patch wget git curl && \
+          yum install -y java-1.8.0-openjdk-devel patch wget git curl ninja-build gcc-c++ make openssl-devel
+          wget https://github.com/Kitware/CMake/releases/download/v3.28.3/cmake-3.28.3.tar.gz
+          tar -zxvf cmake-3.28.3.tar.gz && cd cmake-3.28.3 && ./configure && make && make install
           export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk && \
-          export PATH=$JAVA_HOME/bin:$PATH && \
+          export PATH=$JAVA_HOME/bin:$PATH
           wget --no-check-certificate https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz && \
           tar -xvf apache-maven-3.8.8-bin.tar.gz && \
           mv apache-maven-3.8.8 /usr/lib/maven && \
@@ -79,6 +87,8 @@ jobs:
         run: |
           # To avoid the prompt for region selection during installing tzdata.
           export DEBIAN_FRONTEND="noninteractive"
-          apt-get update && apt-get install -y sudo openjdk-8-jdk maven wget git curl
+          apt-get update && apt-get install -y sudo maven wget git curl python3-pip ninja-build
+          sudo apt-get install -y openjdk-8-jdk
+          pip3 install cmake==3.28.3
           export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
           cd $GITHUB_WORKSPACE/ && ./dev/package.sh