diff --git a/.github/workflows/velox_be.yml b/.github/workflows/velox_be.yml
index e8862f1bfb646..87766dafb4f03 100644
--- a/.github/workflows/velox_be.yml
+++ b/.github/workflows/velox_be.yml
@@ -354,7 +354,7 @@ jobs:
           source /env.sh && \
           sudo yum -y install patch && \
           cd /opt/gluten/ep/build-velox/src && \
-          ./get_velox.sh --velox_home=/opt/velox --enable_hdfs=ON && \
+          ./get_velox.sh --velox_home=/opt/velox --enable_hdfs=ON --enable_s3=ON && \
           ./build_velox.sh --velox_home=/opt/velox --enable_ep_cache=ON --enable_hdfs=ON'
       - name: Build Gluten CPP library
         run: |
diff --git a/ep/build-velox/src/get_velox.sh b/ep/build-velox/src/get_velox.sh
index 8bf84be2d8f59..61aeb68f35233 100755
--- a/ep/build-velox/src/get_velox.sh
+++ b/ep/build-velox/src/get_velox.sh
@@ -112,6 +112,7 @@ function process_setup_centos8 {
     sed -i '/^cmake_install_deps fmt/a \\install_protobuf' scripts/setup-centos8.sh
   fi
   if [ $ENABLE_S3 == "ON" ]; then
+    sed -i '/^function cmake_install_deps.*/i function install_awssdk {\n  github_checkout aws/aws-sdk-cpp 1.9.379 --depth 1 --recurse-submodules\n  cmake_install -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS:BOOL=OFF -DMINIMIZE_SIZE:BOOL=ON -DENABLE_TESTING:BOOL=OFF -DBUILD_ONLY:STRING="s3;identity-management" \n} \n' scripts/setup-centos8.sh
     sed -i '/^cmake_install_deps fmt/a \ \ install_awssdk' scripts/setup-centos8.sh
   fi
 }