diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index f73267a95fa3..b9277ab920c3 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -105,9 +105,11 @@ jobs:
         run: cd tpcds-kit/tools && make OS=LINUX
       - name: Install Java ${{ github.event.inputs.jdk }}
         if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true'
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'zulu'
           java-version: ${{ github.event.inputs.jdk }}
+          check-latest: true
       - name: Generate TPC-DS (SF=1) table data
         if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true'
         run: build/sbt "sql/Test/runMain org.apache.spark.sql.GenTPCDSData --dsdgenDir `pwd`/tpcds-kit/tools --location `pwd`/tpcds-sf-1 --scaleFactor 1 --numPartitions 1 --overwrite"
@@ -156,9 +158,11 @@ jobs:
         restore-keys: |
           benchmark-coursier-${{ github.event.inputs.jdk }}
     - name: Install Java ${{ github.event.inputs.jdk }}
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: ${{ github.event.inputs.jdk }}
+        check-latest: true
     - name: Cache TPC-DS generated data
       if: contains(github.event.inputs.class, 'TPCDSQueryBenchmark') || contains(github.event.inputs.class, '*')
       id: cache-tpcds-sf-1
diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 8411170e2d5c..1113a66f5f15 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -227,9 +227,11 @@ jobs:
         restore-keys: |
           ${{ matrix.java }}-${{ matrix.hadoop }}-coursier-
     - name: Install Java ${{ matrix.java }}
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: ${{ matrix.java }}
+        check-latest: true
     - name: Install Python 3.8
       uses: actions/setup-python@v2
       # We should install one Python that is higher then 3+ for SQL and Yarn because:
@@ -384,9 +386,11 @@ jobs:
         restore-keys: |
           pyspark-coursier-
     - name: Install Java ${{ matrix.java }}
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: ${{ matrix.java }}
+        check-latest: true
     - name: List Python packages (Python 3.9, PyPy3)
       run: |
         python3.9 -m pip list
@@ -473,9 +477,11 @@ jobs:
         restore-keys: |
           sparkr-coursier-
     - name: Install Java ${{ inputs.java }}
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: ${{ inputs.java }}
+        check-latest: true
     - name: Run tests
       env: ${{ fromJSON(inputs.envs) }}
       run: |
@@ -597,9 +603,11 @@ jobs:
         cd docs
         bundle install
     - name: Install Java 8
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: 8
+        check-latest: true
     - name: Scala linter
       run: ./dev/lint-scala
     - name: Java linter
@@ -664,9 +672,11 @@ jobs:
         restore-keys: |
           java${{ matrix.java }}-maven-
     - name: Install Java ${{ matrix.java }}
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: ${{ matrix.java }}
+        check-latest: true
     - name: Build with Maven
       run: |
         export MAVEN_OPTS="-Xss64m -Xmx2g -XX:ReservedCodeCacheSize=1g -Dorg.slf4j.simpleLogger.defaultLogLevel=WARN"
@@ -713,9 +723,11 @@ jobs:
         restore-keys: |
           scala-213-coursier-
     - name: Install Java 8
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: 8
+        check-latest: true
     - name: Build with SBT
       run: |
         ./dev/change-scala-version.sh 2.13
@@ -761,9 +773,11 @@ jobs:
         restore-keys: |
           tpcds-coursier-
     - name: Install Java 8
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: 8
+        check-latest: true
     - name: Cache TPC-DS generated data
       id: cache-tpcds-sf-1
       uses: actions/cache@v2
@@ -864,9 +878,11 @@ jobs:
         restore-keys: |
           docker-integration-coursier-
     - name: Install Java 8
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: 'zulu'
         java-version: 8
+        check-latest: true
     - name: Run tests
       run: |
         ./dev/run-tests --parallelism 1 --modules docker-integration-tests --included-tags org.apache.spark.tags.DockerTest
@@ -921,9 +937,11 @@ jobs:
           restore-keys: |
             k8s-integration-coursier-
       - name: Install Java ${{ inputs.java }}
-        uses: actions/setup-java@v1
+        uses: actions/setup-java@v3
         with:
+          distribution: 'zulu'
           java-version: ${{ inputs.java }}
+          check-latest: true
       - name: start minikube
         run: |
           # See more in "Installation" https://minikube.sigs.k8s.io/docs/start/