diff --git a/.github/workflows/build_bundle_package.yml b/.github/workflows/build_bundle_package.yml
index 9b94d302f962..c7ddd8748b25 100644
--- a/.github/workflows/build_bundle_package.yml
+++ b/.github/workflows/build_bundle_package.yml
@@ -38,9 +38,8 @@ on:
 jobs:
   build-native-lib:
     runs-on: ubuntu-20.04
-    container: apache/gluten:vcpkg-centos-7
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - name: Get Ccache
         uses: actions/cache/restore@v3
         with:
@@ -50,9 +49,15 @@ jobs:
             ccache-centos7-release-default
       - name: Build Gluten velox third party
         run: |
-          df -a
-          cd $GITHUB_WORKSPACE/
-          bash dev/ci-velox-buildstatic-centos-7.sh
+          docker run -v $GITHUB_WORKSPACE:/work -w /work apache/gluten:vcpkg-centos-7 bash -c "
+            df -a
+            cd /work
+            export CCACHE_DIR=/work/.ccache
+            bash dev/ci-velox-buildstatic-centos-7.sh
+            ccache -s
+            mkdir -p /work/.m2/repository/org/apache/arrow/
+            cp -r /root/.m2/repository/org/apache/arrow/* /work/.m2/repository/org/apache/arrow/
+          "
       - name: Upload native libs
         uses: actions/upload-artifact@v3
         with:
@@ -65,10 +70,10 @@ jobs:
           path: /root/.m2/repository/org/apache/arrow/
           name: velox-arrow-jar-centos-7-${{github.sha}}
 
-  build-bundle-package-centos7:
+  build-bundle-package-centos8:
     needs: build-native-lib
     runs-on: ubuntu-20.04
-    container: centos:7
+    container: centos:8
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
diff --git a/.github/workflows/velox_backend.yml b/.github/workflows/velox_backend.yml
index 56b43975acee..3c4bb3e2e97d 100644
--- a/.github/workflows/velox_backend.yml
+++ b/.github/workflows/velox_backend.yml
@@ -164,12 +164,12 @@ jobs:
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1
 
-  run-tpc-test-centos:
+  run-tpc-test-centos8:
     needs: build-native-lib-centos-7
     strategy:
       fail-fast: false
       matrix:
-        os: [ "centos:8" ] #TODO: add centos7 tests back with docker run
+        os: [ "centos:8" ]
         spark: [ "spark-3.2", "spark-3.3", "spark-3.4", "spark-3.5" ]
         java: [ "java-8", "java-11", "java-17" ]
         # Spark supports JDK17 since 3.3 and later, see https://issues.apache.org/jira/browse/SPARK-33772
@@ -255,6 +255,68 @@ jobs:
             --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
             --extra-conf=spark.gluten.ras.enabled=true 
 
+  run-tpc-test-centos7:
+    needs: build-native-lib-centos-7
+    strategy:
+      fail-fast: false
+      matrix:
+        spark: [ "spark-3.2", "spark-3.3", "spark-3.4", "spark-3.5" ]
+        java: [ "java-8" ]
+        # Spark supports JDK17 since 3.3 and later, see https://issues.apache.org/jira/browse/SPARK-33772
+    runs-on: ubuntu-20.04
+    steps:
+      - uses: actions/checkout@v4
+      - name: Download All Native Artifacts
+        uses: actions/download-artifact@v3
+        with:
+          name: velox-native-lib-centos-7-${{github.sha}}
+          path: ./cpp/build/releases/
+      - name: Download All Arrow Jar Artifacts
+        uses: actions/download-artifact@v3
+        with:
+          name: arrow-jars-centos-7-${{github.sha}}
+          path: .m2/repository/org/apache/arrow/
+      - name: Build and run TPCH/DS tests
+        run: |
+          docker pull centos:7
+          docker run -v $GITHUB_WORKSPACE:/work -v /$GITHUB_WORKSPACE/.m2:/root/.m2/ -w /work \
+          -e matrix.java=${{ matrix.java }} -e matrix.spark=${{ matrix.spark }} \
+          centos:7 \
+          bash -c "
+            sed -i -e 's|mirrorlist=|#mirrorlist=|g' /etc/yum.repos.d/CentOS-* || true
+            sed -i -e 's|#baseurl=http://mirror.centos.org|baseurl=http://vault.centos.org|g' /etc/yum.repos.d/CentOS-* || true
+
+            # Setup java and maven
+            yum update -y && yum install -y java-1.8.0-openjdk-devel wget
+            
+            wget -nv 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
+            export PATH=${PATH}:/usr/lib/maven/bin
+
+            # Set environment variables
+            export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk
+
+            # Build gluten-it
+            mvn -ntp clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
+            cd /work/tools/gluten-it
+            mvn -ntp clean install -P${{ matrix.spark }} -P${{ matrix.java }}
+
+            # Run TPC-H / TPC-DS
+            GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+              --local --preset=velox --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1
+            GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+              --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1
+
+            # Run TPC-H / TPC-DS with RAS
+            cd /work/tools/gluten-it
+            GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+              --local --preset=velox --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
+              --extra-conf=spark.gluten.ras.enabled=true \
+            && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+              --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
+              --extra-conf=spark.gluten.ras.enabled=true 
+          "
+
   run-tpc-test-ubuntu-oom:
     needs: build-native-lib-centos-7
     strategy:
@@ -962,12 +1024,12 @@ jobs:
           df -a
           bash dev/ci-velox-buildshared-centos-8.sh
           ccache -s
-      - name: "Save ccache"
-        uses: actions/cache/save@v3
-        id: ccache
-        with:
-          path: '${{ env.CCACHE_DIR }}'
-          key: ccache-centos8-release-default-${{github.sha}}
+      # - name: "Save ccache"
+      #   uses: actions/cache/save@v3
+      #   id: ccache
+      #   with:
+      #     path: '${{ env.CCACHE_DIR }}'
+      #     key: ccache-centos8-release-default-${{github.sha}}
       - name: Run CPP unit test
         run: |
           cd ./cpp/build && ctest -V
diff --git a/.github/workflows/velox_backend_cache.yml b/.github/workflows/velox_backend_cache.yml
index e969ffb7415e..d0b295b5f48e 100644
--- a/.github/workflows/velox_backend_cache.yml
+++ b/.github/workflows/velox_backend_cache.yml
@@ -31,9 +31,8 @@ concurrency:
 jobs:
   cache-native-lib-centos-7:
     runs-on: ubuntu-20.04
-    container: apache/gluten:vcpkg-centos-7
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - name: Get Ccache
         uses: actions/cache/restore@v3
         with:
@@ -43,8 +42,9 @@ jobs:
             ccache-centos7-release-default
       - name: Build Gluten native libraries
         run: |
-          df -a
-          bash dev/ci-velox-buildstatic-centos-7.sh
+          docker run -v $GITHUB_WORKSPACE:/work -w /work apache/gluten:vcpkg-centos-7 bash -c "
+            bash dev/ci-velox-buildstatic-centos-7.sh
+          "
       - name: Save Ccache
         uses: actions/cache/save@v3
         id: ccache