diff --git a/.github/workflows/velox_be.yml b/.github/workflows/velox_be.yml
index a9cb2cea6f71..76ae5ffdcbf6 100644
--- a/.github/workflows/velox_be.yml
+++ b/.github/workflows/velox_be.yml
@@ -48,69 +48,69 @@ jobs:
       - uses: actions/checkout@v4
       - name: Setup docker container
         run: |
-          OS_IMAGE=ubuntu:20.04 ./tools/gluten-te/ubuntu/gha/gha-checkout/checkout.sh
+          OS_IMAGE=ubuntu OS_VERSION=20.04 ./tools/gluten-te/github_action/checkout.sh
       - name: Build Gluten velox third party
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten/ep/build-velox/src && \
           ./get_velox.sh --velox_home=/opt/velox && \
           ./build_velox.sh --velox_home=/opt/velox --enable_ep_cache=ON --build_tests=ON'
       - name: Build Gluten CPP library
         run: |
-         ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten/cpp && \
           ./compile.sh --build_velox_backend=ON --velox_home=/opt/velox --build_tests=ON --build_examples=ON --build_benchmarks=ON'
       - name: Run CPP unit test
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh 'cd /opt/gluten/cpp/build && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/cpp/build && \
           ctest -V'
       - name: Run HBM CPP unit test
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh 'cd /opt/gluten/cpp/build && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/cpp/build && \
           cmake -DBUILD_TESTS=ON -DENABLE_HBM=ON .. && \
           cmake --build . --target hbw_allocator_test -- -j && \
           ctest -V -R TestHbw'
       - name: Build and run unit test for Spark 3.2.2 (other tests)
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten && \
           mvn clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Prss -DargLine="-Dspark.test.home=/opt/spark322" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,io.glutenproject.tags.UDFTest,io.glutenproject.tags.SkipTestTags && \
           mvn test -Pspark-3.2 -Pbackends-velox -DtagsToExclude=None -DtagsToInclude=io.glutenproject.tags.UDFTest'
       # Cpp micro benchmarks will use generated files from unit test in backends-velox module.
       - name: Run micro benchmarks
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh 'cd /opt/gluten/cpp/build/velox/benchmarks && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/cpp/build/velox/benchmarks && \
           ./generic_benchmark --with-shuffle --threads 1 --iterations 1'
       - name: Exit docker container
         if: ${{ always() }}
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/clean.sh || true
+          ./tools/gluten-te/github_action/clean.sh || true
   ubuntu2204-test:
     runs-on: velox-self-hosted
     steps:
       - uses: actions/checkout@v4
       - name: Setup docker container
         run: |
-          OS_IMAGE=ubuntu:22.04 ./tools/gluten-te/ubuntu/gha/gha-checkout/checkout.sh
+          OS_IMAGE=ubuntu OS_VERSION=22.04 ./tools/gluten-te/github_action/checkout.sh
       - name: Build Gluten velox third party
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten/ep/build-velox/src && \
           ./get_velox.sh --velox_home=/opt/velox --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF && \
           ./build_velox.sh --velox_home=/opt/velox --enable_ep_cache=ON --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF'
       - name: Build Gluten CPP library
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten/cpp && \
           ./compile.sh --build_velox_backend=ON --velox_home=/opt/velox --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF'
       - name: Build for Spark 3.2.2
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten && \
           mvn clean install -Pspark-3.2 -Pbackends-velox -Prss -Piceberg -DskipTests'
       - name: TPC-H SF1.0 && TPC-DS SF10.0 Parquet local spark3.2
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
           mvn clean install -Pspark-3.2 \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
@@ -118,7 +118,7 @@ jobs:
             --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=40g -s=10.0 --threads=32 --iterations=1'
       - name: TPC-H SF1.0 && TPC-DS SF10.0 Parquet local spark3.2 with Celeborn
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh \
+          ./tools/gluten-te/github_action/exec.sh \
           'mv /opt/apache-celeborn-0.3.0-incubating-bin/conf/celeborn-env.sh.template /opt/apache-celeborn-0.3.0-incubating-bin/conf/celeborn-env.sh && \
           echo -e "CELEBORN_MASTER_MEMORY=4g\nCELEBORN_WORKER_MEMORY=4g\nCELEBORN_WORKER_OFFHEAP_MEMORY=8g" > /opt/apache-celeborn-0.3.0-incubating-bin/conf/celeborn-env.sh && \
           echo -e "celeborn.worker.commitFiles.threads 128\nceleborn.worker.sortPartition.threads 64" > /opt/apache-celeborn-0.3.0-incubating-bin/conf/celeborn-defaults.conf \
@@ -132,12 +132,12 @@ jobs:
           && bash /opt/apache-celeborn-0.3.0-incubating-bin/sbin/stop-master.sh'
       - name: Build for Spark 3.3.1
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten && \
           mvn clean install -Pspark-3.3 -Pbackends-velox -Prss -Piceberg -DskipTests'
       - name: TPC-H SF1.0 && TPC-DS SF10.0 Parquet local spark3.3
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
           mvn clean install -Pspark-3.3 \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
@@ -145,12 +145,12 @@ jobs:
             --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=30g -s=10.0 --threads=32 --iterations=1'
       - name: Build for Spark 3.4.1
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten && \
           mvn clean install -Pspark-3.4 -Pbackends-velox -Prss -Piceberg -DskipTests'
       - name: TPC-H SF1.0 && TPC-DS SF10.0 Parquet local spark3.4
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
           mvn clean install -Pspark-3.4 \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
@@ -159,17 +159,17 @@ jobs:
       - name: Exit docker container
         if: ${{ always() }}
         run: |
-          ./tools/gluten-te/ubuntu/gha/gha-checkout/clean.sh || true
+          ./tools/gluten-te/github_action/clean.sh || true
   centos8-test:
     runs-on: velox-self-hosted
     steps:
       - uses: actions/checkout@v4
       - name: Setup docker container
         run: |
-          OS_IMAGE=centos:8 ./tools/gluten-te/centos/gha/gha-checkout/checkout.sh
+          OS_IMAGE=centos OS_VERSION=8 ./tools/gluten-te/github_action/checkout.sh
       - name: Build Gluten velox third party
         run: |
-          ./tools/gluten-te/centos/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           source /env.sh && \
           sudo yum -y install patch && \
           cd /opt/gluten/ep/build-velox/src && \
@@ -177,18 +177,18 @@ jobs:
           ./build_velox.sh --velox_home=/opt/velox --enable_ep_cache=ON --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF'
       - name: Build Gluten CPP library
         run: |
-          ./tools/gluten-te/centos/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           source /env.sh && \
           cd /opt/gluten/cpp && \
           ./compile.sh --build_velox_backend=ON --velox_home=/opt/velox --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF'
       - name: Build for Spark 3.2.2
         run: |
-          ./tools/gluten-te/centos/gha/gha-checkout/exec.sh '
+          ./tools/gluten-te/github_action/exec.sh '
           cd /opt/gluten && \
           mvn clean install -Pspark-3.2 -Pbackends-velox -Prss -Piceberg -DskipTests'
       - name: TPC-H SF1.0 && TPC-DS SF30.0 Parquet local spark3.2
         run: |
-          ./tools/gluten-te/centos/gha/gha-checkout/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
           mvn clean install -Pspark-3.2 \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
@@ -196,7 +196,7 @@ jobs:
             --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=50g -s=30.0 --threads=32 --iterations=1'
       - name: TPC-H SF1.0 && TPC-DS SF30.0 Parquet local spark3.2 random kill tasks
         run: |
-          ./tools/gluten-te/centos/gha/gha-checkout/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
           mvn clean install -Pspark-3.2 \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries \
             --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 --skip-data-gen --random-kill-tasks \
@@ -205,4 +205,143 @@ jobs:
       - name: Exit docker container
         if: ${{ always() }}
         run: |
-          ./tools/gluten-te/centos/gha/gha-checkout/clean.sh || true
+          ./tools/gluten-te/github_action/clean.sh || true
+  centos7-test:
+    runs-on: velox-self-hosted
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup docker container
+        run: |
+          OS_IMAGE=centos OS_VERSION=7 ./tools/gluten-te/github_action/checkout.sh
+      - name: Build Gluten velox third party
+        run: |
+         ./tools/gluten-te/github_action/exec.sh '
+          yum -y install epel-release centos-release-scl patch sudo && \
+          cd /opt/gluten/ep/build-velox/src && \
+          ./get_velox.sh --velox_home=/opt/velox --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF && \
+          ./build_velox.sh --velox_home=/opt/velox --enable_ep_cache=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF --enable_hdfs=ON'
+      - name: Build Gluten CPP library
+        run: |
+          ./tools/gluten-te/github_action/exec.sh '
+          cd /opt/gluten/cpp && \
+          source /opt/rh/devtoolset-9/enable && \
+          ./compile.sh --build_velox_backend=ON --velox_home=/opt/velox --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON --enable_abfs=OFF'
+      - name: Build for Spark 3.2.2
+        run: |
+          ./tools/gluten-te/github_action/exec.sh '
+          cd /opt/gluten && \
+          mvn clean install -Pspark-3.2 -Pbackends-velox -Prss -Piceberg -DskipTests'
+      - name: TPC-H SF1.0 && TPC-DS SF30.0 Parquet local spark3.2
+        run: |
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          mvn clean install -Pspark-3.2 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx50G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=50g -s=30.0 --threads=32 --iterations=1'
+      - name: TPC-DS SF30.0 Parquet local spark3.2 Q67/Q95 low memory, memory isolation off
+        run: |
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          mvn clean install -Pspark-3.2 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx50G sbin/gluten-it.sh parameterized \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q67,q95 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
+            --skip-data-gen -m=OffHeapExecutionMemory \
+            -d=ISOLATION:OFF,spark.gluten.memory.isolation=false \
+            -d=OFFHEAP_SIZE:5g,spark.memory.offHeap.size=5g \
+            -d=OFFHEAP_SIZE:3g,spark.memory.offHeap.size=3g \
+            -d=OVER_ACQUIRE:0.3,spark.gluten.memory.overAcquiredMemoryRatio=0.3 \
+            -d=OVER_ACQUIRE:0.5,spark.gluten.memory.overAcquiredMemoryRatio=0.5'
+      - name: (To be fixed) TPC-DS SF30.0 Parquet local spark3.2 Q67/Q95 low memory, memory isolation on
+        run: |
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          mvn clean install -Pspark-3.2 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx50G sbin/gluten-it.sh parameterized \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q67,q95 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
+            --skip-data-gen -m=OffHeapExecutionMemory \
+            -d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
+            -d=OFFHEAP_SIZE:5g,spark.memory.offHeap.size=5g \
+            -d=OFFHEAP_SIZE:3g,spark.memory.offHeap.size=3g \
+            -d=OVER_ACQUIRE:0.3,spark.gluten.memory.overAcquiredMemoryRatio=0.3 \
+            -d=OVER_ACQUIRE:0.5,spark.gluten.memory.overAcquiredMemoryRatio=0.5' || true
+      - name: TPC-DS SF30.0 Parquet local spark3.2 Q23A/Q23B low memory
+        run: |
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          GLUTEN_IT_JVM_ARGS=-Xmx50G sbin/gluten-it.sh parameterized \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q23a,q23b -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
+            --skip-data-gen -m=OffHeapExecutionMemory \
+            -d=ISOLATION:OFF,spark.gluten.memory.isolation=false \
+            -d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
+            -d=OFFHEAP_SIZE:2g,spark.memory.offHeap.size=2g \
+            -d=PARTIAL_MODE:ABANDONED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \
+            -d=PARTIAL_MODE:CACHED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=100,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \
+            -d=PARTIAL_MODE:FLUSHED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=0.05,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=0.1,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=100,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0'
+      - name: (To be fixed) TPC-DS SF30.0 Parquet local spark3.2 Q97 low memory # The case currently causes crash with "free: invalid size".
+        run: |
+          ./tools/gluten-te/github_action/exec.sh 'cd /opt/gluten/tools/gluten-it && \
+          GLUTEN_IT_JVM_ARGS=-Xmx50G sbin/gluten-it.sh parameterized \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q97 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
+            --skip-data-gen -m=OffHeapExecutionMemory \
+            -d=ISOLATION:OFF,spark.gluten.memory.isolation=false \
+            -d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
+            -d=OFFHEAP_SIZE:2g,spark.memory.offHeap.size=2g \
+            -d=OFFHEAP_SIZE:1g,spark.memory.offHeap.size=1g' || true
+      - name: Exit docker container
+        if: ${{ always() }}
+        run: |
+          ./tools/gluten-te/github_action/clean.sh || true
+
+    runs-on: velox-self-hosted
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup docker container
+        run: |
+          docker run --rm --init --privileged --ulimit nofile=65536:65536 --ulimit core=-1 --security-opt seccomp=unconfined \
+          -v $PWD:/opt/gluten --name static-build-test-$GITHUB_RUN_ID -e NUM_THREADS=30 -detach 10.0.2.4:5000/gluten-dev/centos:7 \
+          bash -c 'cd /opt/gluten && sleep 14400'
+      - name: Build Gluten CPP library
+        run: |
+          docker exec -i static-build-test-$GITHUB_RUN_ID bash -c '
+          source /env.sh && \
+          sudo yum -y install patch && \
+          cd /opt/gluten && \
+          sudo -E ./dev/vcpkg/setup-build-depends.sh && \
+          source ./dev/vcpkg/env.sh && \
+          ./dev/builddeps-veloxbe.sh --enable_vcpkg=ON --build_tests=ON --build_benchmarks=ON --enable_s3=ON --enable_gcs=ON --enable_hdfs=ON --enable_abfs=OFF'
+      - name: Build for Spark 3.2.2
+        run: |
+          docker exec static-build-test-$GITHUB_RUN_ID bash -c '
+          cd /opt/gluten && \
+          mvn clean install -Pspark-3.2 -Pbackends-velox -Prss -Piceberg -DskipTests && \
+          cd /opt/gluten/tools/gluten-it && \
+          mvn clean install -Pspark-3.2'
+      - name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 (centos 8)
+        run: |
+          docker run --rm --init --privileged --ulimit nofile=65536:65536 --ulimit core=-1 --security-opt seccomp=unconfined \
+          -v $PWD:/opt/gluten --name static-build-test-$GITHUB_RUN_ID-tpc -e NUM_THREADS=30 10.0.2.4:5000/gluten-dev/centos:8 \
+          bash -c 'cd /opt/gluten/tools/gluten-it \
+          && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx10G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=20g -s=1.0 --threads=32 --iterations=1'
+      - name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 (ubuntu 20.04)
+        run: |
+          docker run --rm --init --privileged --ulimit nofile=65536:65536 --ulimit core=-1 --security-opt seccomp=unconfined \
+          -v $PWD:/opt/gluten --name static-build-test-$GITHUB_RUN_ID-tpc -e NUM_THREADS=30 10.0.2.4:5000/gluten-dev/ubuntu:20.04 \
+          'cd /opt/gluten/tools/gluten-it \
+          && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx10G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=20g -s=1.0 --threads=32 --iterations=1'
+      - name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 (ubuntu 22.04)
+        run: |
+          docker run --rm --init --privileged --ulimit nofile=65536:65536 --ulimit core=-1 --security-opt seccomp=unconfined \
+          -v $PWD:/opt/gluten --name static-build-test-$GITHUB_RUN_ID-tpc -e NUM_THREADS=30 10.0.2.4:5000/gluten-dev/ubuntu:22.04 \
+          'cd /opt/gluten/tools/gluten-it \
+          && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=h --error-on-memleak --disable-aqe --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
+          && GLUTEN_IT_JVM_ARGS=-Xmx10G sbin/gluten-it.sh queries-compare \
+            --local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=20g -s=1.0 --threads=32 --iterations=1'
+      - name: Exit docker container
+        if: ${{ always() }}
+        run: |
+          docker stop static-build-test-$GITHUB_RUN_ID || true
\ No newline at end of file
diff --git a/tools/gluten-te/centos/buildenv.sh b/tools/gluten-te/centos/buildenv.sh
index bd51192cf1f1..ab9c087e98e7 100755
--- a/tools/gluten-te/centos/buildenv.sh
+++ b/tools/gluten-te/centos/buildenv.sh
@@ -43,9 +43,6 @@ TIMEZONE=${TIMEZONE:-$DEFAULT_TIMEZONE}
 # Set operating system
 OS_IMAGE=${OS_IMAGE:-$DEFAULT_OS_IMAGE}
 
-# Set os version
-OS_VERSION=${OS_VERSION:-$DEFAULT_OS_VERSION}
-
 # Build will result in this image
 DOCKER_TARGET_IMAGE_BUILDENV=${DOCKER_TARGET_IMAGE_BUILDENV:-$DEFAULT_DOCKER_TARGET_IMAGE_BUILDENV}
 
@@ -65,7 +62,7 @@ BUILDENV_DOCKER_BUILD_ARGS=
 BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --ulimit nofile=8192:8192"
 BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg BUILDKIT_INLINE_CACHE=1"
 BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg TIMEZONE=$TIMEZONE"
-BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg OS_IMAGE=$OS_IMAGE --build-arg OS_VERSION=$OS_VERSION"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg OS_IMAGE=$OS_IMAGE"
 BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg MAVEN_MIRROR_URL=$MAVEN_MIRROR_URL"
 BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg HTTP_PROXY_HOST=$HTTP_PROXY_HOST"
 BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg HTTP_PROXY_PORT=$HTTP_PROXY_PORT"
diff --git a/tools/gluten-te/centos/defaults.conf b/tools/gluten-te/centos/defaults.conf
index 147ec4a0b75c..e26a5928c7d6 100755
--- a/tools/gluten-te/centos/defaults.conf
+++ b/tools/gluten-te/centos/defaults.conf
@@ -38,10 +38,10 @@ DEFAULT_HTTP_PROXY_PORT=913
 DEFAULT_USE_ALI_MAVEN_MIRROR=ON
 
 # Base operator system image used in build scripts.
-DEFAULT_OS_IMAGE=centos:8
+DEFAULT_OS_IMAGE=
 
 # Version ID of os image
-DEFAULT_OS_VERSION=8
+DEFAULT_OS_VERSION=
 
 # Set timezone name
 DEFAULT_TIMEZONE=Asia/Shanghai
diff --git a/tools/gluten-te/github_action/build.sh b/tools/gluten-te/github_action/build.sh
new file mode 100644
index 000000000000..e70da87cf70e
--- /dev/null
+++ b/tools/gluten-te/github_action/build.sh
@@ -0,0 +1,90 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License 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.
+
+set -ex
+
+BASEDIR=$(dirname $0)
+
+source "$BASEDIR/buildenv.sh"
+
+## Debug build flags
+
+# Create debug build
+DEBUG_BUILD=${DEBUG_BUILD:-$DEFAULT_DEBUG_BUILD}
+
+if [ -n $JDK_DEBUG_BUILD ]
+then
+  echo "Do not set JDK_DEBUG_BUILD manually!"
+fi
+
+if [ -n $GLUTEN_DEBUG_BUILD ]
+then
+  echo "Do not set GLUTEN_DEBUG_BUILD manually!"
+fi
+
+if [ "$DEBUG_BUILD" == "ON" ]
+then
+  JDK_DEBUG_BUILD=OFF
+  GLUTEN_DEBUG_BUILD=ON
+else
+  JDK_DEBUG_BUILD=OFF
+  GLUTEN_DEBUG_BUILD=OFF
+fi
+
+# The branches used to prepare dependencies
+CACHE_GLUTEN_REPO=${CACHE_GLUTEN_REPO:-$DEFAULT_GLUTEN_REPO}
+CACHE_GLUTEN_BRANCH=${CACHE_GLUTEN_BRANCH:-$DEFAULT_GLUTEN_BRANCH}
+
+# Backend type
+BUILD_BACKEND_TYPE=${BUILD_BACKEND_TYPE:-$DEFAULT_BUILD_BACKEND_TYPE}
+
+# Build will result in this image
+DOCKER_TARGET_IMAGE_BUILD=${DOCKER_TARGET_IMAGE_BUILD:-$DEFAULT_DOCKER_TARGET_IMAGE_BUILD}
+
+DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE="$DOCKER_TARGET_IMAGE_BUILD-$OS_IMAGE:$OS_VERSION"
+
+##
+
+BUILD_DOCKER_BUILD_ARGS=
+
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --ulimit nofile=8192:8192"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg BUILDKIT_INLINE_CACHE=1"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE=$DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg JDK_DEBUG_BUILD=$JDK_DEBUG_BUILD"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg GLUTEN_DEBUG_BUILD=$GLUTEN_DEBUG_BUILD"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg CACHE_GLUTEN_REPO=$CACHE_GLUTEN_REPO"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg CACHE_GLUTEN_BRANCH=$CACHE_GLUTEN_BRANCH"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --build-arg BUILD_BACKEND_TYPE=$BUILD_BACKEND_TYPE"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS -f $BASEDIR/dockerfile-build"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --target gluten-build"
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS -t $DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE"
+
+if [ -n "$DOCKER_CACHE_REGISTRY" ]
+then
+  BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS --cache-from $DOCKER_CACHE_REGISTRY/$DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE"
+fi
+
+BUILD_DOCKER_BUILD_ARGS="$BUILD_DOCKER_BUILD_ARGS $BASEDIR"
+
+docker build $BUILD_DOCKER_BUILD_ARGS
+
+if [ -n "$DOCKER_PUSH_REGISTRY" ]
+then
+  docker tag "$DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE" "$DOCKER_PUSH_REGISTRY/$DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE"
+  docker push "$DOCKER_PUSH_REGISTRY/$DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE"
+fi
+
+# EOF
diff --git a/tools/gluten-te/github_action/buildenv.sh b/tools/gluten-te/github_action/buildenv.sh
new file mode 100644
index 000000000000..b0c5b823bf60
--- /dev/null
+++ b/tools/gluten-te/github_action/buildenv.sh
@@ -0,0 +1,89 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -ex
+
+BASEDIR=$(dirname $0)
+
+source "$BASEDIR/defaults.conf"
+
+# Enable buildkit
+export DOCKER_BUILDKIT=1
+export BUILDKIT_PROGRESS=plain
+
+# Docker registry used to pull pre-built images to speed-up builds
+DOCKER_CACHE_REGISTRY=${DOCKER_CACHE_REGISTRY:-$DEFAULT_DOCKER_CACHE_REGISTRY}
+
+# Docker registry to push pre-built images
+DOCKER_PUSH_REGISTRY=${DOCKER_PUSH_REGISTRY:-$DEFAULT_DOCKER_PUSH_REGISTRY}
+
+# HTTP proxy
+HTTP_PROXY_HOST=${HTTP_PROXY_HOST:-$DEFAULT_HTTP_PROXY_HOST}
+HTTP_PROXY_PORT=${HTTP_PROXY_PORT:-$DEFAULT_HTTP_PROXY_PORT}
+
+# If on, use maven mirror settings for PRC's network environment
+USE_ALI_MAVEN_MIRROR=${USE_ALI_MAVEN_MIRROR:-$DEFAULT_USE_ALI_MAVEN_MIRROR}
+
+# Set timezone name
+TIMEZONE=${TIMEZONE:-$DEFAULT_TIMEZONE}
+
+# Set operating system
+OS_IMAGE=${OS_IMAGE:-$DEFAULT_OS_IMAGE}
+OS_VERSION=${OS_VERSION:-$DEFAULT_OS_VERSION}
+
+# Build will result in this image
+DOCKER_TARGET_IMAGE_BUILDENV=${DOCKER_TARGET_IMAGE_BUILDENV:-$DEFAULT_DOCKER_TARGET_IMAGE_BUILDENV}
+
+DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE="$DOCKER_TARGET_IMAGE_BUILDENV-$OS_IMAGE:$OS_VERSION"
+
+if [ "$USE_ALI_MAVEN_MIRROR" == "ON" ]
+then
+  MAVEN_MIRROR_URL='https://maven.aliyun.com/repository/public'
+else
+  MAVEN_MIRROR_URL=
+fi
+
+##
+
+BUILDENV_DOCKER_BUILD_ARGS=
+
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --ulimit nofile=8192:8192"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg BUILDKIT_INLINE_CACHE=1"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg TIMEZONE=$TIMEZONE"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg OS_IMAGE=$OS_IMAGE --build-arg OS_VERSION=$OS_VERSION"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg MAVEN_MIRROR_URL=$MAVEN_MIRROR_URL"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg HTTP_PROXY_HOST=$HTTP_PROXY_HOST"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --build-arg HTTP_PROXY_PORT=$HTTP_PROXY_PORT"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS -f $BASEDIR/dockerfile-buildenv-$OS_IMAGE"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --target gluten-buildenv"
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS -t $DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE"
+
+if [ -n "$DOCKER_CACHE_REGISTRY" ]
+then
+  BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS --cache-from $DOCKER_CACHE_REGISTRY/$DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE"
+fi
+
+BUILDENV_DOCKER_BUILD_ARGS="$BUILDENV_DOCKER_BUILD_ARGS $BASEDIR"
+
+docker build $BUILDENV_DOCKER_BUILD_ARGS
+
+if [ -n "$DOCKER_PUSH_REGISTRY" ]
+then
+  docker tag "$DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE" "$DOCKER_PUSH_REGISTRY/$DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE"
+  docker push "$DOCKER_PUSH_REGISTRY/$DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE"
+fi
+
+# EOF
diff --git a/tools/gluten-te/github_action/cbash-build.sh b/tools/gluten-te/github_action/cbash-build.sh
new file mode 100644
index 000000000000..b47f6635c839
--- /dev/null
+++ b/tools/gluten-te/github_action/cbash-build.sh
@@ -0,0 +1,59 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -ex
+
+BASEDIR=$(dirname $0)
+
+source "$BASEDIR/build.sh"
+
+# Non-interactive during docker run
+NON_INTERACTIVE=${NON_INTERACTIVE:-$DEFAULT_NON_INTERACTIVE}
+
+# Do not remove stopped docker container
+PRESERVE_CONTAINER=${PRESERVE_CONTAINER:-$DEFAULT_PRESERVE_CONTAINER}
+
+# Docker options
+EXTRA_DOCKER_OPTIONS=${EXTRA_DOCKER_OPTIONS:-$DEFAULT_EXTRA_DOCKER_OPTIONS}
+
+# Whether to mount Maven cache
+MOUNT_MAVEN_CACHE=${MOUNT_MAVEN_CACHE:-$DEFAULT_MOUNT_MAVEN_CACHE}
+
+CBASH_DOCKER_RUN_ARGS=
+if [ "$NON_INTERACTIVE" != "ON" ]
+then
+  CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS -it"
+fi
+if [ "$PRESERVE_CONTAINER" != "ON" ]
+then
+  CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS --rm"
+fi
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS --init"
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS --privileged"
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS --ulimit nofile=65536:65536"
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS --ulimit core=-1"
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS --security-opt seccomp=unconfined"
+if [ "$MOUNT_MAVEN_CACHE" == "ON" ]
+then
+  CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS -v $HOME/.m2/repository:/root/.m2/repository"
+fi
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS -v $HOME/.ccache:/root/.ccache"
+CBASH_DOCKER_RUN_ARGS="$CBASH_DOCKER_RUN_ARGS $EXTRA_DOCKER_OPTIONS"
+
+CBASH_BASH_ARGS="$*"
+BASH_ARGS="$CBASH_BASH_ARGS"
+
+docker run $CBASH_DOCKER_RUN_ARGS $DOCKER_TARGET_IMAGE_BUILD_WITH_OS_IMAGE bash -c "cd /opt/gluten && $BASH_ARGS"
diff --git a/tools/gluten-te/github_action/checkout.sh b/tools/gluten-te/github_action/checkout.sh
new file mode 100644
index 000000000000..62788ec3fa86
--- /dev/null
+++ b/tools/gluten-te/github_action/checkout.sh
@@ -0,0 +1,41 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -ex
+
+BASEDIR=$(readlink -f $(dirname $0))
+
+source "$BASEDIR/defaults.conf"
+
+if [ -z "$GITHUB_RUN_ID" ]
+then
+  echo "Unable to parse GITHUB_RUN_ID."
+  exit 1
+fi
+
+export EXTRA_DOCKER_OPTIONS="$EXTRA_DOCKER_OPTIONS --name gha-checkout-$GITHUB_JOB-$GITHUB_RUN_ID --detach -v $BASEDIR/scripts:/opt/scripts"
+export NON_INTERACTIVE=ON
+
+$BASEDIR/cbash-build.sh 'sleep 14400'
+
+# The target branches
+TARGET_GLUTEN_REPO=${TARGET_GLUTEN_REPO:-$DEFAULT_GLUTEN_REPO}
+FALLBACK_GLUTEN_BRANCH=${FALLBACK_GLUTEN_BRANCH:-$DEFAULT_GLUTEN_BRANCH}
+FALLBACK_GLUTEN_COMMIT="$(git ls-remote $TARGET_GLUTEN_REPO $FALLBACK_GLUTEN_BRANCH | awk '{print $1;}')"
+
+TARGET_GLUTEN_COMMIT="${GITHUB_SHA:-$FALLBACK_GLUTEN_COMMIT}"
+
+$BASEDIR/exec.sh "/opt/scripts/init.sh $TARGET_GLUTEN_REPO $TARGET_GLUTEN_COMMIT"
diff --git a/tools/gluten-te/github_action/clean.sh b/tools/gluten-te/github_action/clean.sh
new file mode 100644
index 000000000000..29a97351f517
--- /dev/null
+++ b/tools/gluten-te/github_action/clean.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -ex
+
+if [ -z "$GITHUB_RUN_ID" ]
+then
+  echo "Unable to parse GITHUB_RUN_ID."
+  exit 1
+fi
+
+docker stop gha-checkout-$GITHUB_JOB-$GITHUB_RUN_ID || true
diff --git a/tools/gluten-te/github_action/defaults.conf b/tools/gluten-te/github_action/defaults.conf
new file mode 100644
index 000000000000..9c225402be8f
--- /dev/null
+++ b/tools/gluten-te/github_action/defaults.conf
@@ -0,0 +1,99 @@
+#!/bin/bash
+
+set -ex
+
+## For basic scripts
+
+# Non-interactive during docker run
+DEFAULT_NON_INTERACTIVE=OFF
+
+# Do not remove stopped docker container
+DEFAULT_PRESERVE_CONTAINER=OFF
+
+# The codes will be used in build
+# for 10.0.0.25 test at PHILO-HE/gluten
+DEFAULT_GLUTEN_REPO=https://github.com/PHILO-HE/gluten.git
+DEFAULT_GLUTEN_BRANCH=main
+
+# Create debug build
+DEFAULT_DEBUG_BUILD=OFF
+
+# Backend type (velox)
+DEFAULT_BUILD_BACKEND_TYPE=velox
+
+# HTTP proxy
+# If http proxy is http://child-prc.intel.com:913, write it as
+# DEFAULT_HTTP_PROXY_HOST=child-prc.intel.com
+# DEFAULT_HTTP_PROXY_PORT=913
+# do not write http://
+# DEFAULT_HTTP_PROXY_HOST=
+# DEFAULT_HTTP_PROXY_PORT=
+# for 10.0.0.25 test
+DEFAULT_HTTP_PROXY_HOST=child-prc.intel.com
+DEFAULT_HTTP_PROXY_PORT=913
+
+# If on, use maven mirror settings for PRC's network environment
+# DEFAULT_USE_ALI_MAVEN_MIRROR=OFF
+# for 10.0.0.25 test 
+DEFAULT_USE_ALI_MAVEN_MIRROR=ON
+
+# Base operator system image used in build scripts.
+# DEFAULT_OS_IMAGE=ubuntu:20.04
+DEFAULT_OS_IMAGE=
+
+# Version ID of os image
+DEFAULT_OS_VERSION=
+
+# Set timezone name
+DEFAULT_TIMEZONE=Asia/Shanghai
+
+# Build will result in this image
+DEFAULT_DOCKER_TARGET_IMAGE_BUILDENV=gluten-te/gluten-buildenv
+
+# Build will result in this image
+DEFAULT_DOCKER_TARGET_IMAGE_BUILD=gluten-te/gluten-build
+
+# Docker registry used to pull pre-built images to speed-up builds
+# DEFAULT_DOCKER_CACHE_REGISTRY=
+# for 10.0.0.25 test 
+DEFAULT_DOCKER_CACHE_REGISTRY=10.0.0.25:5000
+
+# Docker registry to push pre-built images
+# DEFAULT_DOCKER_PUSH_REGISTRY=
+# for 10.0.0.25 test
+DEFAULT_DOCKER_PUSH_REGISTRY=10.0.0.25:5000
+
+## For tpc.sh
+
+# Java options
+DEFAULT_EXTRA_JAVA_OPTIONS="-Xmx2G"
+
+# Run GDB.
+DEFAULT_RUN_GDB=OFF
+
+# Run GDB server.
+DEFAULT_RUN_GDB_SERVER=OFF
+
+# GDB server bind port
+DEFAULT_GDB_SERVER_PORT=2345
+
+# Run JVM jdwp server.
+DEFAULT_RUN_JDWP_SERVER=OFF
+
+# JVM jdwp bind port
+DEFAULT_JDWP_SERVER_PORT=5005
+
+# Docker options
+DEFAULT_EXTRA_DOCKER_OPTIONS="--network bridge"
+
+# Build will result in this image
+DEFAULT_DOCKER_TARGET_IMAGE_TPC=gluten-te/gluten-tpc
+DEFAULT_DOCKER_TARGET_IMAGE_TPC_GDB=gluten-te/gluten-tpc-gdb
+DEFAULT_DOCKER_TARGET_IMAGE_TPC_GDB_SERVER=gluten-te/gluten-tpc-gdb-server
+
+## For cbash.sh
+
+# Whether to mount Maven cache
+DEFAULT_MOUNT_MAVEN_CACHE=OFF
+
+# EOF
diff --git a/tools/gluten-te/github_action/dockerfile-build b/tools/gluten-te/github_action/dockerfile-build
new file mode 100644
index 000000000000..4bcfbb90f656
--- /dev/null
+++ b/tools/gluten-te/github_action/dockerfile-build
@@ -0,0 +1,83 @@
+ARG DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE
+
+FROM $DOCKER_TARGET_IMAGE_BUILDENV_WITH_OS_IMAGE AS gluten-build
+MAINTAINER Hongze Zhang<hongze.zhang@intel.com>
+
+# Whether debug build is enabled
+ARG JDK_DEBUG_BUILD
+ARG GLUTEN_DEBUG_BUILD
+RUN echo "JDK debug build is [$JDK_DEBUG_BUILD]!"
+RUN echo "Gluten debug build is [$GLUTEN_DEBUG_BUILD]!"
+
+# If JDK debug is on
+RUN if [ "$JDK_DEBUG_BUILD" == "ON" ]; \
+    then \
+      apt-get update; \
+      DEBIAN_FRONTEND=noninteractive apt-get uninstall -y openjdk-8-jdk; \
+      DEBIAN_FRONTEND=noninteractive apt-get uninstall -y maven; \
+      mkdir -p /opt/jdk/ \
+      && mkdir -p /opt/maven/ \
+      && cd /opt/jdk/ \
+      && wget https://builds.shipilev.net/openjdk-jdk8/openjdk-jdk8-linux-x86_64-server-fastdebug-gcc8-glibc2.28.tar.xz \
+      && tar -xvf openjdk-jdk8-linux-x86_64-server-fastdebug-gcc8-glibc2.28.tar.xz \
+      && rm -f openjdk-jdk8-linux-x86_64-server-fastdebug-gcc8-glibc2.28.tar.xz \
+      && cd /opt/maven/ \
+      && wget https://dlcdn.apache.org/maven/maven-3/3.6.3/binaries/apache-maven-3.6.3-bin.tar.gz \
+      && tar -xvf apache-maven-3.6.3-bin.tar.gz \
+      && rm -f apache-maven-3.6.3-bin.tar.gz \
+      && cp -rs /opt/jdk/j2sdk-image/bin/* /usr/local/bin/ \
+      && cp -rs /opt/maven/apache-maven-3.6.3/bin/mvn /usr/local/bin/ \
+      && echo "JAVA_HOME=/opt/jdk/j2sdk-image" > ~/.mavenrc; \
+    fi
+
+# These branches are mainly for pre-downloading dependencies to speed-up builds. 
+# Thus it should not be required to change these values every time when the build branch
+# is changed.
+ARG CACHE_GLUTEN_REPO
+ARG CACHE_GLUTEN_BRANCH
+
+RUN test -n "$CACHE_GLUTEN_REPO" || (echo "CACHE_GLUTEN_REPO not set" && false)
+RUN test -n "$CACHE_GLUTEN_BRANCH" || (echo "CACHE_GLUTEN_BRANCH not set" && false)
+
+RUN cd /opt/ \
+    && git clone $CACHE_GLUTEN_REPO -b $CACHE_GLUTEN_BRANCH gluten
+
+# Set ccache size
+RUN ccache -M 128G
+RUN ccache -s
+
+# Default Gluten Maven build options (empty as of now)
+ENV GLUTEN_MAVEN_OPTIONS=
+#RUN set-login-env "GLUTEN_MAVEN_OPTIONS="
+
+ARG BUILD_BACKEND_TYPE
+
+RUN test -n "$BUILD_BACKEND_TYPE" || (echo "BUILD_BACKEND_TYPE not set" && false)
+
+RUN if [ "$BUILD_BACKEND_TYPE" == "velox" ]; \
+    then \
+      if [ "$GLUTEN_DEBUG_BUILD" == "ON" ]; then GLUTEN_BUILD_TYPE="Debug"; else GLUTEN_BUILD_TYPE="Release"; fi; \
+      DEPS_INSTALL_SCRIPT="source /env.sh && bash /opt/gluten/dev/builddeps-veloxbe.sh \
+                           --enable_hdfs=ON --enable_s3=ON --enable_gcs=ON \
+                           --build_type=$GLUTEN_BUILD_TYPE --enable_ep_cache=ON"; \
+      EXTRA_MAVEN_OPTIONS="-Pspark-3.2 \
+                           -Pbackends-velox \
+                           -Prss \
+                           -DskipTests \
+                           -Dscalastyle.skip=true \
+                           -Dcheckstyle.skip=true"; \
+    else \
+      echo "Unrecognizable backend type: $BUILD_BACKEND_TYPE"; \
+      exit 1; \
+    fi \
+    && echo $EXTRA_MAVEN_OPTIONS > ~/.gluten-mvn-options \
+    && echo $DEPS_INSTALL_SCRIPT > ~/.gluten-deps-install-script
+
+# Prebuild Gluten
+RUN EXTRA_MAVEN_OPTIONS=$(cat ~/.gluten-mvn-options) \
+    DEPS_INSTALL_SCRIPT=$(cat ~/.gluten-deps-install-script) \
+    && cd /opt/gluten \
+    && bash -c "$DEPS_INSTALL_SCRIPT" \
+    && bash -c "mvn clean install $GLUTEN_MAVEN_OPTIONS $EXTRA_MAVEN_OPTIONS"
+
+# EOF
diff --git a/tools/gluten-te/github_action/dockerfile-buildenv-centos b/tools/gluten-te/github_action/dockerfile-buildenv-centos
new file mode 100644
index 000000000000..b0428dbf13ce
--- /dev/null
+++ b/tools/gluten-te/github_action/dockerfile-buildenv-centos
@@ -0,0 +1,75 @@
+ARG OS_IMAGE
+
+FROM $OS_IMAGE AS gluten-buildenv
+MAINTAINER Hongze Zhang<hongze.zhang@intel.com>
+
+SHELL ["/bin/bash", "-c"]
+
+# REQUIRED PROXYS: WGET, GIT, MAVEN (also Maven mirror)
+ARG HTTP_PROXY_HOST
+ARG HTTP_PROXY_PORT
+
+ENV http_proxy=${HTTP_PROXY_HOST:+"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT"}
+ENV https_proxy=${HTTP_PROXY_HOST:+"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT"}
+
+ARG MAVEN_MIRROR_URL
+
+RUN if [ -n "$MAVEN_MIRROR_URL" ]; \
+    then \
+      MAVEN_SETTINGS_TEMPLATE="<settings><mirrors><mirror><id>mavenmirror</id><mirrorOf>central</mirrorOf><name>MavenMirror</name><url>{{MAVEN_MIRROR_URL}}</url></mirror></mirrors><proxies><proxy><id>httpproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>http</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy><proxy><id>httpsproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>https</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy></proxies></settings>"; \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s@{{MAVEN_MIRROR_URL}}@$MAVEN_MIRROR_URL@g"); \
+    else \
+      MAVEN_SETTINGS_TEMPLATE="<settings><proxies><proxy><id>httpproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>http</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy><proxy><id>httpsproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>https</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy></proxies></settings>"; \
+    fi \
+    && if [ -n "$HTTP_PROXY_HOST" ]; \
+    then \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_ENABLE}}/true/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_HOST}}/$HTTP_PROXY_HOST/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_PORT}}/$HTTP_PROXY_PORT/g"); \
+    else \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_ENABLE}}/false/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_HOST}}/localhost/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_PORT}}/8888/g"); \
+    fi \
+    && MAVEN_SETTINGS=$MAVEN_SETTINGS_TEMPLATE \
+    && mkdir -p /root/.m2/ \
+    && echo $MAVEN_SETTINGS > /root/.m2/settings.xml
+
+# Display environment information
+RUN ulimit -a
+RUN env
+RUN cat /root/.m2/settings.xml
+
+# Install deps from repo
+ARG OS_VERSION
+COPY centos-$OS_VERSION-deps.sh /tmp/deps.sh
+RUN /tmp/deps.sh \
+  && rm /tmp/deps.sh \
+  && yum clean all \
+  && dnf clean all \
+  && rm -rf /var/cache/yum
+
+# Install deps from url
+ENV PATH="$PATH:/usr/lib/jvm/java-1.8.0-openjdk/bin"
+RUN wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz && \
+    tar -xvf apache-maven-3.8.8-bin.tar.gz && \
+    rm apache-maven-3.8.8-bin.tar.gz && \
+    mv apache-maven-3.8.8 /usr/lib/maven
+
+# # Build & install Spark 3.2.2
+# RUN cd /opt && git clone --depth 1 --branch v3.2.2 https://github.com/apache/spark.git spark322
+# RUN cd /opt/spark322 && ./build/mvn -Pyarn -DskipTests clean install
+
+# # Build & install Spark 3.3.1
+# RUN cd /opt && git clone --depth 1 --branch v3.3.1 https://github.com/apache/spark.git spark331
+# RUN cd /opt/spark331 && ./build/mvn -Pyarn -DskipTests clean install
+
+ENV PATH="$PATH:/usr/lib/maven/bin"
+ENV LD_LIBRARY_PATH=/usr/local/lib64:/usr/local/lib:/usr/lib64:/usr/lib:/lib64:/lib
+
+# Velox setup scripts require sudo
+RUN yum -y install sudo \
+    && yum clean all
+RUN echo '%wheel ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
+
+COPY scripts/env.sh /env.sh
diff --git a/tools/gluten-te/github_action/dockerfile-buildenv-ubuntu b/tools/gluten-te/github_action/dockerfile-buildenv-ubuntu
new file mode 100644
index 000000000000..fb88d170a8e5
--- /dev/null
+++ b/tools/gluten-te/github_action/dockerfile-buildenv-ubuntu
@@ -0,0 +1,119 @@
+ARG OS_IMAGE
+
+FROM $OS_IMAGE AS gluten-buildenv
+MAINTAINER Hongze Zhang<hongze.zhang@intel.com>
+
+SHELL ["/bin/bash", "-l", "-c"]
+ENTRYPOINT ["/bin/bash", "-l", "-c"]
+CMD ["/bin/bash"]
+
+# Add script for adding environment variables for login-shell (e.g. a shell via ssh)
+COPY scripts/set-login-env.sh /usr/local/sbin/set-login-env
+
+# REQUIRED PROXIES: APT, WGET, GIT, MAVEN (also Maven mirror)
+ARG HTTP_PROXY_HOST
+ARG HTTP_PROXY_PORT
+
+# Sometimes ENV a=b won't work when the shell is not docker-default, so we
+# use both two ways to set the variables
+ENV http_proxy=${HTTP_PROXY_HOST:+"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT"}
+ENV https_proxy=${HTTP_PROXY_HOST:+"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT"}
+ENV no_proxy=localhost,127.0.0.1,127.0.0.0/8,172.16.0.0/12,192.168.0.0/16
+ENV HTTP_PROXY=${HTTP_PROXY_HOST:+"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT"}
+ENV HTTPS_PROXY=${HTTP_PROXY_HOST:+"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT"}
+ENV NO_PROXY=localhost,127.0.0.1,127.0.0.0/8,172.16.0.0/12,192.168.0.0/16
+RUN set-login-env "http_proxy=${HTTP_PROXY_HOST:+http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT}"
+RUN set-login-env "https_proxy=${HTTP_PROXY_HOST:+http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT}"
+RUN set-login-env "no_proxy=localhost,127.0.0.1,127.0.0.0/8,172.16.0.0/12,192.168.0.0/16"
+RUN set-login-env "HTTP_PROXY=${HTTP_PROXY_HOST:+http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT}"
+RUN set-login-env "HTTPS_PROXY=${HTTP_PROXY_HOST:+http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT}"
+RUN set-login-env "NO_PROXY=localhost,127.0.0.1,127.0.0.0/8,172.16.0.0/12,192.168.0.0/16"
+
+RUN if [ -n "$HTTP_PROXY_HOST" ]; then echo "Acquire::http::Proxy \"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT\";" >> /etc/apt/apt.conf; fi
+RUN if [ -n "$HTTP_PROXY_HOST" ]; then echo "Acquire::https::Proxy \"http://$HTTP_PROXY_HOST:$HTTP_PROXY_PORT\";" >> /etc/apt/apt.conf; fi
+
+ARG MAVEN_MIRROR_URL
+
+RUN if [ -n "$MAVEN_MIRROR_URL" ]; \
+    then \
+      MAVEN_SETTINGS_TEMPLATE="<settings><mirrors><mirror><id>mavenmirror</id><mirrorOf>central</mirrorOf><name>MavenMirror</name><url>{{MAVEN_MIRROR_URL}}</url></mirror></mirrors><proxies><proxy><id>httpproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>http</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy><proxy><id>httpsproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>https</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy></proxies></settings>"; \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s@{{MAVEN_MIRROR_URL}}@$MAVEN_MIRROR_URL@g"); \
+    else \
+      MAVEN_SETTINGS_TEMPLATE="<settings><proxies><proxy><id>httpproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>http</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy><proxy><id>httpsproxy</id><active>{{MAVEN_PROXY_ENABLE}}</active><protocol>https</protocol><host>{{MAVEN_PROXY_HOST}}</host><port>{{MAVEN_PROXY_PORT}}</port></proxy></proxies></settings>"; \
+    fi \
+    && if [ -n "$HTTP_PROXY_HOST" ]; \
+    then \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_ENABLE}}/true/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_HOST}}/$HTTP_PROXY_HOST/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_PORT}}/$HTTP_PROXY_PORT/g"); \
+    else \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_ENABLE}}/false/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_HOST}}/localhost/g"); \
+      MAVEN_SETTINGS_TEMPLATE=$(echo $MAVEN_SETTINGS_TEMPLATE | sed "s/{{MAVEN_PROXY_PORT}}/8888/g"); \
+    fi \
+    && MAVEN_SETTINGS=$MAVEN_SETTINGS_TEMPLATE \
+    && mkdir -p /root/.m2/ \
+    && echo $MAVEN_SETTINGS > /root/.m2/settings.xml
+
+# Display environment information
+RUN ulimit -a
+RUN env
+RUN cat /etc/apt/apt.conf || (echo "Apt proxy not set" && true)
+RUN cat /root/.m2/settings.xml
+
+## APT dependencies
+
+# Update, then install essentials
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y sudo locales wget tar tzdata git ccache cmake ninja-build build-essential llvm-11-dev clang-11 libiberty-dev libdwarf-dev libre2-dev libz-dev libssl-dev libboost-all-dev libcurl4-openssl-dev
+
+# install HBM dependencies
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y autoconf automake g++ libnuma-dev libtool numactl unzip libdaxctl-dev
+
+# Install OpenJDK 8 and Maven
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y openjdk-8-jdk
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y maven
+
+# Setup SSH server
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y openssh-server
+RUN systemctl disable ssh
+RUN ssh-keygen -A
+RUN mkdir -p /run/sshd
+RUN echo 'PermitRootLogin yes' >> /etc/ssh/sshd_config.d/override.conf
+RUN echo 'X11Forwarding yes' >> /etc/ssh/sshd_config.d/override.conf
+RUN echo 'X11UseLocalhost no' >> /etc/ssh/sshd_config.d/override.conf
+RUN echo -e "123\n123" | passwd
+
+ARG TIMEZONE
+RUN test -n "$TIMEZONE" || (echo "TIMEZONE not set" && false)
+
+RUN TZ=$TIMEZONE \
+    && ln -snf /usr/share/zoneinfo/$TZ /etc/localtime \
+    && echo $TZ > /etc/timezone \
+    && dpkg-reconfigure -f noninteractive tzdata
+
+# Configure locale
+RUN sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen \
+    && locale-gen
+
+ENV LANG=en_US.UTF-8
+ENV LANGUAGE=en_US:en
+ENV LC_ALL=en_US.UTF-8
+RUN set-login-env "LANG=en_US.UTF-8"
+RUN set-login-env "LANGUAGE=en_US:en"
+RUN set-login-env "LC_ALL=en_US.UTF-8"
+
+# Build & install Spark 3.2.2
+RUN cd /opt && git clone --depth 1 --branch v3.2.2 https://github.com/apache/spark.git spark322
+RUN cd /opt/spark322 && ./build/mvn -Pyarn -DskipTests clean install
+
+# Build & install Spark 3.3.1
+RUN cd /opt && git clone --depth 1 --branch v3.3.1 https://github.com/apache/spark.git spark331
+RUN cd /opt/spark331 && ./build/mvn -Pyarn -DskipTests clean install
+
+# Build & install Spark 3.4.1
+RUN cd /opt && git clone --depth 1 --branch v3.4.1 https://github.com/apache/spark.git spark341
+RUN cd /opt/spark341 && ./build/mvn -Pyarn -DskipTests clean install
+
+# Prepare entry command
+COPY scripts/cmd.sh /root/.cmd.sh
+CMD ["/root/.cmd.sh"]
diff --git a/tools/gluten-te/github_action/exec.sh b/tools/gluten-te/github_action/exec.sh
new file mode 100644
index 000000000000..3d0b9fe5f79c
--- /dev/null
+++ b/tools/gluten-te/github_action/exec.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License 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.
+
+set -ex
+
+CBASH_BASH_ARGS="$*"
+BASH_ARGS="$CBASH_BASH_ARGS"
+
+if [ -z "$GITHUB_RUN_ID" ]
+then
+  echo "Unable to parse GITHUB_RUN_ID."
+  exit 1
+fi
+
+docker exec gha-checkout-$GITHUB_JOB-$GITHUB_RUN_ID bash -c "cd /opt/gluten && $BASH_ARGS"
diff --git a/tools/gluten-te/github_action/scripts/init.sh b/tools/gluten-te/github_action/scripts/init.sh
new file mode 100644
index 000000000000..7c70ccf0d406
--- /dev/null
+++ b/tools/gluten-te/github_action/scripts/init.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License 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.
+
+set -ex
+
+TARGET_GLUTEN_REPO=$1
+TARGET_GLUTEN_COMMIT=$2
+
+cd /opt/gluten
+
+git fetch $TARGET_GLUTEN_REPO $TARGET_GLUTEN_COMMIT:build_$TARGET_GLUTEN_COMMIT
+git checkout build_$TARGET_GLUTEN_COMMIT
diff --git a/tools/gluten-te/ubuntu/defaults.conf b/tools/gluten-te/ubuntu/defaults.conf
index 1c9602cc9f9a..cfdf959b586e 100644
--- a/tools/gluten-te/ubuntu/defaults.conf
+++ b/tools/gluten-te/ubuntu/defaults.conf
@@ -38,7 +38,7 @@ DEFAULT_HTTP_PROXY_PORT=913
 DEFAULT_USE_ALI_MAVEN_MIRROR=ON
 
 # Base operator system image used in build scripts.
-DEFAULT_OS_IMAGE=ubuntu:20.04
+DEFAULT_OS_IMAGE=
 
 # Set timezone name
 DEFAULT_TIMEZONE=Asia/Shanghai