diff --git a/.github/workflows/linux_conditional_compilation.yml b/.github/workflows/linux_conditional_compilation.yml
index 93ea9fb5ee2aa3..f0c8a4f7a17960 100644
--- a/.github/workflows/linux_conditional_compilation.yml
+++ b/.github/workflows/linux_conditional_compilation.yml
@@ -1,63 +1,71 @@
 name: Linux Conditional Compilation (Ubuntu 22.04, Python 3.11)
 on:
   workflow_dispatch:
-  schedule:
-    # run daily at 00:00
-    - cron: '0 0 * * *'
-#  pull_request:
-#    paths-ignore:
-#      - '**/docs/**'
-#      - 'docs/**'
-#      - '**/**.md'
-#      - '**.md'
-#      - '**/layer_tests_summary/**'
-#      - '**/conformance/**'
-#  push:
-#    paths-ignore:
-#      - '**/docs/**'
-#      - 'docs/**'
-#      - '**/**.md'
-#      - '**.md'
-#      - '**/layer_tests_summary/**'
-#      - '**/conformance/**'
-#    branches:
-#      - master
+  pull_request:
+    paths-ignore:
+      - '**/docs/**'
+      - 'docs/**'
+      - '**/**.md'
+      - '**.md'
+      - '**/layer_tests_summary/**'
+      - '**/conformance/**'
+  push:
+    paths-ignore:
+      - '**/docs/**'
+      - 'docs/**'
+      - '**/**.md'
+      - '**.md'
+      - '**/layer_tests_summary/**'
+      - '**/conformance/**'
+    branches:
+      - master
 
 concurrency:
-  group: ${{ github.head_ref || github.run_id }}-linux-cc
+  # github.ref is not unique in post-commit
+  group: ${{ github.event_name == 'push' && github.run_id || github.ref }}-linux-cc
   cancel-in-progress: true
 
 jobs:
   Build:
-    # TODO: remove. Temporary measure to prevent the workflow from scheduling on forks.
-    if: ${{ github.repository_owner == 'openvinotoolkit' }}
     defaults:
       run:
         shell: bash
-    runs-on: ubuntu-latest-8-cores
+    runs-on: aks-linux-16-cores
+    container:
+      image: openvinogithubactions.azurecr.io/dockerhub/ubuntu:22.04
+      volumes:
+        - /mount/caches:/mount/caches
     env:
+      DEBIAN_FRONTEND: noninteractive # to prevent apt-get from waiting user input
       CMAKE_BUILD_TYPE: 'Release'
-      CMAKE_GENERATOR: 'Ninja'
+      CMAKE_GENERATOR: 'Ninja Multi-Config'
       CMAKE_CXX_COMPILER_LAUNCHER: ccache
       CMAKE_C_COMPILER_LAUNCHER: ccache
-      OPENVINO_REPO: ${{ github.workspace }}/openvino
-      OPENVINO_CONTRIB_REPO: ${{ github.workspace }}/openvino_contrib
-      BUILD_DIR: ${{ github.workspace }}/build
-      MODELS_PATH: ${{ github.workspace }}/testdata
-      OV_TEMP: ${{ github.workspace }}/openvino_temp
-      PYTHON_STATIC_ARGS: -m "not dynamic_library and not template_plugin"
+      GITHUB_WORKSPACE: '/__w/openvino/openvino'
+      OPENVINO_REPO: /__w/openvino/openvino/openvino
+      BUILD_DIR: /__w/openvino/openvino/openvino_build
+      MODELS_PATH: /__w/openvino/openvino/testdata
+      CCACHE_DIR: /mount/caches/ccache/ubuntu22_x86_64_cc_Release
+      CCACHE_TEMPDIR: /__w/openvino/openvino/ccache_temp
+      CCACHE_MAXSIZE: 50G
     steps:
+
+      - name: Install git
+        run: |
+          apt-get update
+          apt-get install --assume-yes --no-install-recommends git ca-certificates git-lfs
+
       - name: Clone OpenVINO
         uses: actions/checkout@v4
         with:
-          path: 'openvino'
+          path: ${{ env.OPENVINO_REPO }}
           submodules: 'true'
 
       - name: Clone test models
         uses: actions/checkout@v4
         with:
           repository: 'openvinotoolkit/testdata'
-          path: 'testdata'
+          path: ${{ env.MODELS_PATH }}
           lfs: 'true'
 
       #
@@ -66,42 +74,16 @@ jobs:
 
       - name: Install build dependencies
         run: |
-          sudo -E ${{ env.OPENVINO_REPO }}/install_build_dependencies.sh
-          sudo -E apt update
-          sudo -E apt --assume-yes install openjdk-11-jdk libbz2-dev clang unzip libpugixml-dev libtbb-dev intel-opencl-icd ocl-icd-opencl-dev opencl-headers
-
-          wget https://github.com/ninja-build/ninja/releases/download/v1.10.2/ninja-linux.zip
-          unzip ninja-linux.zip
-          sudo cp -v ninja /usr/local/bin/
-
-      - uses: actions/setup-python@v4
-        with:
-          python-version: '3.11'
+          bash ${OPENVINO_REPO}/install_build_dependencies.sh
 
       #
       # Build
       #
 
-      - name: Setup ccache
-        uses: hendrikmuhs/ccache-action@v1.2
-        with:
-          max-size: "2000M"
-          # Should save cache only if run in the master branch of the base repo
-          # github.ref_name is 'ref/PR_#' in case of the PR, and 'branch_name' when executed on push
-          # save: ${{ github.ref_name == 'master' && 'true' || 'false'  }}
-          verbose: 2
-          key: linux-cc
-          restore-keys: |
-            linux-cc
-
-      - name: Get number of CPU cores
-        uses: SimenB/github-actions-cpu-cores@v2
-        id: cpu-cores
-
       - name: CMake configure CC COLLECT
         run: |
           cmake \
-            -G "Ninja Multi-Config" \
+            -G "${{ env.CMAKE_GENERATOR }}" \
             -DENABLE_CPPLINT=OFF \
             -DENABLE_GAPI_PREPROCESSING=OFF \
             -DCMAKE_VERBOSE_MAKEFILE=ON \
@@ -109,32 +91,29 @@ jobs:
             -DENABLE_FASTER_BUILD=ON \
             -DENABLE_PROFILING_ITT=ON \
             -DSELECTIVE_BUILD=COLLECT \
-            -S ${{ env.OPENVINO_REPO }} \
-            -B ${{ env.BUILD_DIR }}
-
-      - name: Clean ccache stats
-        run: ccache --zero-stats --show-config
+            -S ${OPENVINO_REPO} \
+            -B ${BUILD_DIR}
 
       - name: Build CC COLLECT
-        run: cmake --build ${{ env.BUILD_DIR }} --parallel ${{ steps.cpu-cores.outputs.count }} --config Release --target openvino_intel_cpu_plugin openvino_ir_frontend benchmark_app sea_itt_lib
+        run: cmake --build ${BUILD_DIR} --parallel --config ${{ env.CMAKE_BUILD_TYPE }} --target openvino_intel_cpu_plugin openvino_ir_frontend benchmark_app sea_itt_lib
 
       - name: Show ccache stats
         run: ccache --show-stats
 
       - name: Code usage analysis
         run: |
-          python3 ${{ env.OPENVINO_REPO }}/thirdparty/itt_collector/runtool/sea_runtool.py \
-            --bindir ${{ env.OPENVINO_REPO }}/bin/intel64/Release -o ${{ env.BUILD_DIR }}/itt_stat ! \
-          ${{ env.OPENVINO_REPO }}/bin/intel64/Release/benchmark_app -niter 1 -nireq 1 \
-            -m ${{ env.MODELS_PATH }}/models/test_model/test_model_fp32.xml -d CPU
+          python3 ${OPENVINO_REPO}/thirdparty/itt_collector/runtool/sea_runtool.py \
+            --bindir ${OPENVINO_REPO}/bin/intel64/Release -o ${BUILD_DIR}/itt_stat ! \
+          ${OPENVINO_REPO}/bin/intel64/Release/benchmark_app -niter 1 -nireq 1 \
+            -m ${MODELS_PATH}/models/test_model/test_model_fp32.xml -d CPU
 
       - name: CMake configure with CC ON
-        run: cmake -DSELECTIVE_BUILD=ON -DSELECTIVE_BUILD_STAT=${{ env.BUILD_DIR }}/*.csv -S ${{ env.OPENVINO_REPO }} -B ${{ env.BUILD_DIR }}
+        run: cmake -DSELECTIVE_BUILD=ON -DSELECTIVE_BUILD_STAT=${BUILD_DIR}/*.csv -S ${OPENVINO_REPO} -B ${BUILD_DIR}
 
       - name: Build with CC ON
-        run: cmake --build ${{ env.BUILD_DIR }} --parallel ${{ steps.cpu-cores.outputs.count }} --config Release --target openvino_intel_cpu_plugin openvino_ir_frontend
+        run: cmake --build ${BUILD_DIR} --parallel --config ${{ env.CMAKE_BUILD_TYPE }} --target openvino_intel_cpu_plugin openvino_ir_frontend
 
       - name: Use OpenVINO after CC
         run: |
-          ${{ env.OPENVINO_REPO }}/bin/intel64/Release/benchmark_app -niter 1 -nireq 1 \
-            -m ${{ env.MODELS_PATH }}/models/test_model/test_model_fp32.xml -d CPU
+          ${OPENVINO_REPO}/bin/intel64/Release/benchmark_app -niter 1 -nireq 1 \
+            -m ${MODELS_PATH}/models/test_model/test_model_fp32.xml -d CPU