diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 81d16dddde4b1..47c1be1ba863b 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -240,6 +240,8 @@ jobs:
         key: ${{ matrix.java }}-${{ matrix.hadoop }}-coursier-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
         restore-keys: |
           ${{ matrix.java }}-${{ matrix.hadoop }}-coursier-
+    - name: Free up disk space
+      run: ./dev/free_disk_space
     - name: Install Java ${{ matrix.java }}
       uses: actions/setup-java@v3
       with:
diff --git a/dev/free_disk_space b/dev/free_disk_space
new file mode 100755
index 0000000000000..f063780334ead
--- /dev/null
+++ b/dev/free_disk_space
@@ -0,0 +1,45 @@
+#!/usr/bin/env bash
+
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+echo "=================================="
+echo "Free up disk space on CI system"
+echo "=================================="
+
+echo "Listing 100 largest packages"
+dpkg-query -Wf '${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/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 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 '^mongodb-.*'
+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 powershell libgl1-mesa-dri
+sudo apt-get autoremove --purge -y
+sudo apt-get clean
+df -h