diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index f1bdc904207717..effc4673bbceca 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -47,12 +47,12 @@ jobs:
             os_type: windows
             os_name: windows-latest
             build_type: Debug
-          - name: manylinux2014-release
+          - name: manylinux_2_28-release
             os_type: manylinux
             os_name: ubuntu-latest
-            container_image: quay.io/pypa/manylinux2014_x86_64
+            container_image: quay.io/pypa/manylinux_2_28_x86_64
             build_type: Release
-          # We don't build on manylinux2014-debug platform because the machine runs out of space while building it
+          # We don't build on manylinux_2_28-debug platform because the machine runs out of space while building it
     runs-on: ${{ matrix.platform.os_name }}
     container:
       image: ${{ matrix.platform.container_image || '' }}
@@ -67,7 +67,7 @@ jobs:
           rm -rf /usr/local/share/dotnet
 
       - name: Checkout LLVM
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set MSVC as the default compiler on Windows
         if: matrix.platform.os_type == 'windows'
@@ -86,10 +86,9 @@ jobs:
             update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-11 90
             update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-11 90
           elif [ "${{ matrix.platform.os_type }}" == 'manylinux' ]; then
-            yum install -y centos-release-scl
-            yum install -y devtoolset-11
-            scl enable devtoolset-11 bash
-            echo "/opt/rh/devtoolset-11/root/usr/bin" >> "${GITHUB_PATH}"
+            dnf install -y gcc-toolset-11
+            scl enable gcc-toolset-11 bash
+            echo "/opt/rh/gcc-toolset-11/root/usr/bin" >> "${GITHUB_PATH}"
           fi
 
       - name: Get Host Architecture
@@ -102,7 +101,7 @@ jobs:
           fi
 
       - name: Setup Ninja
-        uses: seanmiddleditch/gha-setup-ninja@v4
+        uses: seanmiddleditch/gha-setup-ninja@master
 
       - name: Install ccache
         shell: bash
@@ -145,7 +144,7 @@ jobs:
 
       - name: Cache ccache files on non-Windows
         if: matrix.platform.os_type != 'windows'
-        uses: actions/cache@v3
+        uses: actions/cache@v4
         with:
           path: ${RUNNER_WORKSPACE}/.ccache
           key: