diff --git a/.github/scripts/free_disk_space.sh b/.github/scripts/free_disk_space.sh
new file mode 100755
index 00000000000..b51dba8aa9b
--- /dev/null
+++ b/.github/scripts/free_disk_space.sh
@@ -0,0 +1,55 @@
+#!/usr/bin/env 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.
+#
+
+# This script is inspired by Apache Spark
+
+echo "=================================="
+echo "Free up disk space on CI system"
+echo "=================================="
+
+echo "Listing 100 largest packages"
+dpkg-query -Wf '${Installed-Size}\t${Package}\n' | sort -n | tail -n 100
+df -h
+
+echo "Removing large packages"
+sudo rm -rf /usr/share/dotnet/
+sudo rm -rf /usr/share/php/
+sudo rm -rf /usr/local/graalvm/
+sudo rm -rf /usr/local/.ghcup/
+sudo rm -rf /usr/local/share/powershell
+sudo rm -rf /usr/local/share/chromium
+sudo rm -rf /usr/local/lib/android
+sudo rm -rf /usr/local/lib/node_modules
+
+sudo rm -rf /opt/az
+sudo rm -rf /opt/hostedtoolcache/CodeQL
+sudo rm -rf /opt/hostedtoolcache/go
+sudo rm -rf /opt/hostedtoolcache/node
+
+sudo apt-get remove --purge -y '^aspnet.*'
+sudo apt-get remove --purge -y '^dotnet-.*'
+sudo apt-get remove --purge -y '^llvm-.*'
+sudo apt-get remove --purge -y 'php.*'
+sudo apt-get remove --purge -y '^temurin-\d{n,}.*'
+sudo apt-get remove --purge -y snapd google-chrome-stable microsoft-edge-stable firefox
+sudo apt-get remove --purge -y azure-cli google-cloud-sdk mono-devel msbuild powershell libgl1-mesa-dri
+sudo apt-get autoremove --purge -y
+sudo apt-get clean
+
+df -h
diff --git a/.github/workflows/gluten.yml b/.github/workflows/gluten.yml
index 45f4edf545e..d04c1ff212c 100644
--- a/.github/workflows/gluten.yml
+++ b/.github/workflows/gluten.yml
@@ -30,6 +30,8 @@ jobs:
     runs-on: ubuntu-22.04
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Update and Upgrade
@@ -79,6 +81,8 @@ jobs:
         spark: [ '3.4', '3.3' ]
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Update and Upgrade
diff --git a/.github/workflows/master.yml b/.github/workflows/master.yml
index b1083cfa218..42ac6e37cfc 100644
--- a/.github/workflows/master.yml
+++ b/.github/workflows/master.yml
@@ -87,6 +87,8 @@ jobs:
       SPARK_LOCAL_IP: localhost
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK ${{ matrix.java }}
@@ -144,6 +146,8 @@ jobs:
           - '3.4'
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK ${{ matrix.java }}
@@ -200,6 +204,8 @@ jobs:
             comment: 'verify-on-flink-1.18-binary'
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK ${{ matrix.java }}
@@ -256,6 +262,8 @@ jobs:
             comment: 'verify-on-hive-2.1-cdh6-binary'
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK ${{ matrix.java }}
@@ -302,6 +310,8 @@ jobs:
         comment: [ "normal" ]
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK ${{ matrix.java }}
@@ -341,6 +351,8 @@ jobs:
         comment: [ "normal" ]
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK ${{ matrix.java }}
@@ -375,6 +387,8 @@ jobs:
       SPARK_LOCAL_IP: localhost
     steps:
       - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Tune Runner VM
         uses: ./.github/actions/tune-runner-vm
       - name: Setup JDK 8
@@ -400,8 +414,9 @@ jobs:
     name: Kyuubi Server On Kubernetes Integration Test
     runs-on: ubuntu-22.04
     steps:
-      - name: Checkout
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       # https://github.com/docker/build-push-action
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
@@ -472,8 +487,9 @@ jobs:
     name: Spark Engine On Kubernetes Integration Test
     runs-on: ubuntu-22.04
     steps:
-      - name: Checkout
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Cache Engine Archives
         uses: ./.github/actions/cache-engine-archives
       - name: Setup Minikube
diff --git a/.github/workflows/publish-snapshot-docker.yml b/.github/workflows/publish-snapshot-docker.yml
index 0a73dcc2da5..a7df6135ffc 100644
--- a/.github/workflows/publish-snapshot-docker.yml
+++ b/.github/workflows/publish-snapshot-docker.yml
@@ -27,8 +27,9 @@ jobs:
     if: ${{ startsWith(github.repository, 'apache/') }}
     runs-on: ubuntu-22.04
     steps:
-      - name: Checkout
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v3
       - name: Set up Docker Buildx
diff --git a/.github/workflows/publish-snapshot-nexus.yml b/.github/workflows/publish-snapshot-nexus.yml
index 64dd1a690b1..2be08301fea 100644
--- a/.github/workflows/publish-snapshot-nexus.yml
+++ b/.github/workflows/publish-snapshot-nexus.yml
@@ -42,10 +42,11 @@ jobs:
           - branch: branch-1.8
             profiles: -Pflink-provided,spark-provided,hive-provided,spark-3.4
     steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
         with:
           ref: ${{ matrix.branch }}
+      - name: Free up disk space
+        run: ./.github/scripts/free_disk_space.sh
       - name: Setup JDK 8
         uses: actions/setup-java@v4
         with: