diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml
index 9bed2a4282b..deec6fb5ef3 100644
--- a/.github/workflows/build_wheels.yml
+++ b/.github/workflows/build_wheels.yml
@@ -72,14 +72,14 @@ jobs:
         run: |
           python -m pip install build
           python -m build --wheel --outdir wheelhouse/
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v3
         with:
           name: wheels
           path: ./wheelhouse/*.whl
 
   build-source-distribution:
     name: Build source distribution
-    runs-on: macos-10.15
+    runs-on: macos-latest
     steps:
       - uses: actions/checkout@v2
       - name: Setup Python
@@ -105,7 +105,7 @@ jobs:
       - name: Build
         run: |
           python3 setup.py sdist
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v3
         with:
           name: wheels
           path: dist/*
@@ -136,7 +136,7 @@ jobs:
     needs: [build-python-wheel, build-source-distribution, get-version]
     strategy:
       matrix:
-        os: [ubuntu-latest,  macos-10.15 ]
+        os: [ubuntu-latest,  macos-latest ]
         python-version: [ "3.8", "3.9", "3.10"]
         from-source: [ True, False ]
     env:
@@ -165,7 +165,7 @@ jobs:
           name: wheels
           path: dist
       - name: Install OS X dependencies
-        if: matrix.os == 'macos-10.15'
+        if: matrix.os == 'macos-latest'
         run: brew install coreutils
       - name: Install wheel
         if: ${{ !matrix.from-source }}
diff --git a/.github/workflows/java_master_only.yml b/.github/workflows/java_master_only.yml
index f4c280d682d..85c90041536 100644
--- a/.github/workflows/java_master_only.yml
+++ b/.github/workflows/java_master_only.yml
@@ -86,7 +86,7 @@ jobs:
             ${{ runner.os }}-ut-maven-
       - name: Test java
         run: make test-java-with-coverage
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v3
         with:
           name: java-coverage-report
           path: ${{ github.workspace }}/docs/coverage/java/target/site/jacoco-aggregate/
diff --git a/.github/workflows/java_pr.yml b/.github/workflows/java_pr.yml
index ad8700c0722..565600afbd2 100644
--- a/.github/workflows/java_pr.yml
+++ b/.github/workflows/java_pr.yml
@@ -54,7 +54,7 @@ jobs:
             ${{ runner.os }}-ut-maven-
       - name: Test java
         run: make test-java-with-coverage
-      - uses: actions/upload-artifact@v2
+      - uses: actions/upload-artifact@v3
         with:
           name: java-coverage-report
           path: ${{ github.workspace }}/docs/coverage/java/target/site/jacoco-aggregate/
@@ -172,7 +172,7 @@ jobs:
       - name: Run integration tests
         run:  make test-java-integration
       - name: Save report
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         if: failure()
         with:
           name: it-report