diff --git a/.github/workflows/velox_backend.yml b/.github/workflows/velox_backend.yml
index 49e74c9660b1..cd0fd1cd4614 100644
--- a/.github/workflows/velox_backend.yml
+++ b/.github/workflows/velox_backend.yml
@@ -74,11 +74,11 @@ jobs:
           df -a
           cd $GITHUB_WORKSPACE/
           bash dev/ci-velox-buildstatic-centos-7.sh
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -114,12 +114,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -185,12 +185,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -255,12 +255,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /home/runner/.m2/repository/org/apache/arrow/
@@ -309,12 +309,12 @@ jobs:
           df -h
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /home/runner/.m2/repository/org/apache/arrow/
@@ -437,12 +437,12 @@ jobs:
           df -h
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /home/runner/.m2/repository/org/apache/arrow/
@@ -478,12 +478,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -537,12 +537,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Native Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases/
       - name: Download All Arrow Jar Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -589,11 +589,11 @@ jobs:
       CCACHE_DIR: "${{ github.workspace }}/.ccache"
     steps:
       - uses: actions/checkout@v2
-      - uses: actions/download-artifact@v2
+      - uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
-      - uses: actions/download-artifact@v2
+      - uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -645,12 +645,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -689,12 +689,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -747,12 +747,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -792,12 +792,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -850,12 +850,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -895,12 +895,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -952,12 +952,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
@@ -1003,12 +1003,12 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Download All Artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: velox-native-lib-centos-7-${{github.sha}}
           path: ./cpp/build/releases
       - name: Download Arrow Jars
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: arrow-jars-centos-7-${{github.sha}}
           path: /root/.m2/repository/org/apache/arrow/
diff --git a/dev/builddeps-veloxbe.sh b/dev/builddeps-veloxbe.sh
index 82c9cfc8d6c0..7f1ce41a117d 100755
--- a/dev/builddeps-veloxbe.sh
+++ b/dev/builddeps-veloxbe.sh
@@ -207,6 +207,7 @@ function build_gluten_cpp {
   mkdir build
   cd build
   cmake -DBUILD_VELOX_BACKEND=ON -DCMAKE_BUILD_TYPE=$BUILD_TYPE \
+        -DVELOX_HOME=${VELOX_HOME} \
         -DBUILD_TESTS=$BUILD_TESTS -DBUILD_EXAMPLES=$BUILD_EXAMPLES -DBUILD_BENCHMARKS=$BUILD_BENCHMARKS -DBUILD_JEMALLOC=$BUILD_JEMALLOC \
         -DENABLE_HBM=$ENABLE_HBM -DENABLE_QAT=$ENABLE_QAT -DENABLE_IAA=$ENABLE_IAA -DBUILD_PROTOBUF=$BUILD_PROTOBUF -DENABLE_GCS=$ENABLE_GCS \
         -DENABLE_S3=$ENABLE_S3 -DENABLE_HDFS=$ENABLE_HDFS -DENABLE_ABFS=$ENABLE_ABFS ..
diff --git a/ep/build-velox/src/get_velox.sh b/ep/build-velox/src/get_velox.sh
index cd54802fe430..7aa23d777ce7 100755
--- a/ep/build-velox/src/get_velox.sh
+++ b/ep/build-velox/src/get_velox.sh
@@ -17,7 +17,7 @@
 set -exu
 
 VELOX_REPO=https://github.com/oap-project/velox.git
-VELOX_BRANCH=2024_09_10
+VELOX_BRANCH=2024_09_11
 VELOX_HOME=""
 
 OS=`uname -s`