diff --git a/.github/scripts/dcperf_run_django.bash b/.github/scripts/dcperf_run_django.bash
new file mode 100644
index 00000000..912255d4
--- /dev/null
+++ b/.github/scripts/dcperf_run_django.bash
@@ -0,0 +1,48 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/utils_base.bash"
+
+
+################################################################################
+# Django Run Functions
+################################################################################
+
+run_django () {
+  local env_name="$1"
+  if [ "$env_name" == "" ]; then
+    echo "Usage: ${FUNCNAME[0]} ENV_NAME"
+    echo "Example(s):"
+    echo "    ${FUNCNAME[0]} build_env"
+    return 1
+  else
+    echo "################################################################################"
+    echo "# Run Django"
+    echo "#"
+    echo "# [$(date --utc +%FT%T.%3NZ)] + ${FUNCNAME[0]} ${*}"
+    echo "################################################################################"
+    echo ""
+  fi
+
+
+  # shellcheck disable=SC2155
+  local env_prefix=$(env_name_or_prefix "${env_name}")
+
+  echo "[RUN] Running Django ..."
+
+  # (print_exec conda run --no-capture-output ${env_prefix} \
+  #  python ./benchpress_cli.py run django_workload_default -r standalone -i "'{\"reps\": 1000, \"iterations\": 1}'") || return 1
+  ./benchmarks/django_workload/bin/run.sh -r standalone -d 5M -i 1 p 1000 -l /siege.log -s urls.txt -c 127.0.0.1 -I cpython || true
+  echo "PWD"
+  echo $PWD
+  echo "Searching for django-uwsgi.log files:"
+  find_output=$(find . -name django-uwsgi.log)
+  echo "$find_output"
+  # cat django-workload/django-workload/django-uwsgi.log
+}
diff --git a/.github/scripts/dcperf_run_feedsim.bash b/.github/scripts/dcperf_run_feedsim.bash
new file mode 100644
index 00000000..666df711
--- /dev/null
+++ b/.github/scripts/dcperf_run_feedsim.bash
@@ -0,0 +1,93 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/utils_base.bash"
+
+
+################################################################################
+# Run FeedSim
+################################################################################
+
+run_feedsim () {
+  local env_name="$1"
+  if [ "$env_name" == "" ]; then
+    echo "Usage: ${FUNCNAME[0]} ENV_NAME"
+    echo "Example(s):"
+    echo "    ${FUNCNAME[0]} build_env"
+    return 1
+  else
+    echo "################################################################################"
+    echo "# Run FeedSim"
+    echo "#"
+    echo "# [$(date --utc +%FT%T.%3NZ)] + ${FUNCNAME[0]} ${*}"
+    echo "################################################################################"
+    echo ""
+  fi
+
+  # shellcheck disable=SC2155
+  local env_prefix=$(env_name_or_prefix "${env_name}")
+
+  echo "[RUN] Running FeedSim ..."
+  (print_exec conda run --no-capture-output ${env_prefix} \
+  python ./benchpress_cli.py run feedsim_autoscale -i "'{\"extra_args\": \"-q 5 -d 20\"}'") || true
+  cat benchpress.log
+
+  # Print all feedsim results and logs from benchmark_metrics_* directories
+  echo ""
+  echo "[INFO] Searching for FeedSim results in benchmark_metrics_* directories..."
+  for metrics_dir in benchmark_metrics_*/; do
+    if [ -d "$metrics_dir" ]; then
+      echo ""
+      echo "=== Found directory: $metrics_dir ==="
+
+      # Print all feedsim_results*.txt files
+      for results_file in "${metrics_dir}"feedsim_results*.txt; do
+        if [ -f "$results_file" ]; then
+          echo ""
+          echo "--- Contents of $results_file ---"
+          cat "$results_file"
+        fi
+      done
+
+      # Print all feedsim-multi-inst-*.log files
+      for log_file in "${metrics_dir}"feedsim-multi-inst-*.log; do
+        if [ -f "$log_file" ]; then
+          echo ""
+          echo "--- Contents of $log_file ---"
+          cat "$log_file"
+        fi
+      done
+    fi
+  done
+
+  # Run benchpress and capture output
+  # if output=$(print_exec conda run --no-capture-output ${env_prefix} python ./benchpress_cli.py run feedsim_autoscale -i "'{\"extra_args\": \"-q 5 -d 20\"}'" 2>&1); then
+  #   echo "$output"
+  # else
+  #   echo "ERROR: Benchpress command failed to execute"
+  #   return 1
+  # fi
+
+  # # Extract final_achieved_qps from the output and validate
+  # final_qps=$(echo "$output" | grep -A3 '"overall"' | grep -o '"final_achieved_qps":[^,]*' | grep -o '[0-9.]*' | head -1)
+
+  # if [ -z "$final_qps" ]; then
+  #     echo "ERROR: Could not extract final_achieved_qps from output"
+  #     return 1
+  # fi
+
+  # # Check if final_achieved_qps is greater than zero
+  # if (( $(echo "$final_qps > 0" | bc -l) )); then
+  #     echo "SUCCESS: final_achieved_qps ($final_qps) is greater than zero"
+  #     return 0
+  # else
+  #     echo "FAILURE: final_achieved_qps ($final_qps) is not greater than zero"
+  #     return 1
+  # fi
+}
diff --git a/.github/scripts/dcperf_run_mediawiki.bash b/.github/scripts/dcperf_run_mediawiki.bash
new file mode 100644
index 00000000..1e02be44
--- /dev/null
+++ b/.github/scripts/dcperf_run_mediawiki.bash
@@ -0,0 +1,61 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/utils_base.bash"
+
+
+################################################################################
+# Run Mediawiki
+################################################################################
+
+run_mediawiki () {
+  local env_name="$1"
+  if [ "$env_name" == "" ]; then
+    echo "Usage: ${FUNCNAME[0]} ENV_NAME"
+    echo "Example(s):"
+    echo "    ${FUNCNAME[0]} build_env"
+    return 1
+  else
+    echo "################################################################################"
+    echo "# Run Mediawiki"
+    echo "#"
+    echo "# [$(date --utc +%FT%T.%3NZ)] + ${FUNCNAME[0]} ${*}"
+    echo "################################################################################"
+    echo ""
+  fi
+
+  # shellcheck disable=SC2155
+  local env_prefix=$(env_name_or_prefix "${env_name}")
+  export DEBIAN_FRONTEND=noninteractive
+  echo "[RUN] Running Mediawiki ..."
+  # (print_exec conda run --no-capture-output ${env_prefix} \
+  #  python ./benchpress_cli.py run oss_performance_mediawiki_mini) || return 1
+
+   ./packages/mediawiki/run.sh \
+     -r/usr/local/hphpi/legacy/bin/hhvm \
+     -nnginx \
+     -L wrk \
+     -s benchmarks/oss_performance_mediawiki/wrk/wrk \
+     -T default_no_temp_dir \
+     -p -- \
+     --mediawiki \
+     --client-duration=4s \
+     --client-timeout=60s \
+     --run-as-root \
+     --i-am-not-benchmarking \
+     --shorten-health-check \
+     --skip-single-request-warmup \
+     --skip-sleep-between-warmups \
+     --hhvm-extra-arguments="-vEval.JitRetranslateAllSeconds=5" \
+     --num-multi-req-warmups=-1 \
+     --no-load-if-pending-translate \
+     --first-multi-warmup-duration=25 \
+     --subseq-multi-warmup-duration=5 \
+     --load-gen-seed=1000
+}
diff --git a/.github/scripts/dcperf_run_spark.bash b/.github/scripts/dcperf_run_spark.bash
new file mode 100644
index 00000000..647e9a86
--- /dev/null
+++ b/.github/scripts/dcperf_run_spark.bash
@@ -0,0 +1,68 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/utils_base.bash"
+
+
+################################################################################
+# Run Spark
+################################################################################
+
+run_spark () {
+  local env_name="$1"
+  if [ "$env_name" == "" ]; then
+    echo "Usage: ${FUNCNAME[0]} ENV_NAME"
+    echo "Example(s):"
+    echo "    ${FUNCNAME[0]} build_env"
+    return 1
+  else
+    echo "################################################################################"
+    echo "# Run Spark"
+    echo "#"
+    echo "# [$(date --utc +%FT%T.%3NZ)] + ${FUNCNAME[0]} ${*}"
+    echo "################################################################################"
+    echo ""
+  fi
+
+  # shellcheck disable=SC2155
+  local env_prefix=$(env_name_or_prefix "${env_name}")
+
+  echo "[RUN] Running Spark ..."
+  wget https://github.com/facebookresearch/DCPerf-datasets/releases/download/v1.0/bpc_t93586_s2_synthetic_1GB.tar.gz
+  tar -xzf bpc_t93586_s2_synthetic_1GB.tar.gz
+  mkdir /flash23
+  cp -rf bpc_t93586_s2_synthetic_1GB /flash23/
+  (print_exec conda run --no-capture-output ${env_prefix} \
+    python ./benchpress_cli.py run spark_standalone_remote_mini -i "'{\"dataset_name\":\"bpc_t93586_s2_synthetic_1GB\"}'") || return 1
+
+  # Print all files from benchmark_metrics_*/work directories
+  echo ""
+  echo "[INFO] Searching for files in benchmark_metrics_*/work directories..."
+  for metrics_dir in benchmark_metrics_*/; do
+    if [ -d "$metrics_dir" ]; then
+      echo ""
+      echo "=== Found directory: $metrics_dir ==="
+
+      work_dir="${metrics_dir}work"
+      if [ -d "$work_dir" ]; then
+        echo ""
+        echo "=== Checking work directory: $work_dir ==="
+
+        # Print all files in the work directory
+        for file in "$work_dir"/*; do
+          if [ -f "$file" ]; then
+            echo ""
+            echo "--- Contents of $file ---"
+            cat "$file"
+          fi
+        done
+      fi
+    fi
+  done
+}
diff --git a/.github/scripts/dcperf_run_syscall.bash b/.github/scripts/dcperf_run_syscall.bash
new file mode 100644
index 00000000..7ef67f0c
--- /dev/null
+++ b/.github/scripts/dcperf_run_syscall.bash
@@ -0,0 +1,39 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/utils_base.bash"
+
+
+################################################################################
+# Run syscall
+################################################################################
+
+run_syscall () {
+  local env_name="$1"
+  if [ "$env_name" == "" ]; then
+    echo "Usage: ${FUNCNAME[0]} ENV_NAME"
+    echo "Example(s):"
+    echo "    ${FUNCNAME[0]} build_env"
+    return 1
+  else
+    echo "################################################################################"
+    echo "# Run Syscall"
+    echo "#"
+    echo "# [$(date --utc +%FT%T.%3NZ)] + ${FUNCNAME[0]} ${*}"
+    echo "################################################################################"
+    echo ""
+  fi
+
+  # shellcheck disable=SC2155
+  local env_prefix=$(env_name_or_prefix "${env_name}")
+
+  echo "[RUN] Running Syscall ..."
+  (print_exec conda run --no-capture-output ${env_prefix} \
+    python ./benchpress_cli.py  -b system run syscall_single_core) || return 1
+}
diff --git a/.github/scripts/dcperf_run_tao_bench.bash b/.github/scripts/dcperf_run_tao_bench.bash
new file mode 100644
index 00000000..21b23719
--- /dev/null
+++ b/.github/scripts/dcperf_run_tao_bench.bash
@@ -0,0 +1,63 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/utils_base.bash"
+
+
+################################################################################
+# tao_bench Run Functions
+################################################################################
+
+run_tao_bench () {
+  local env_name="$1"
+  if [ "$env_name" == "" ]; then
+    echo "Usage: ${FUNCNAME[0]} ENV_NAME"
+    echo "Example(s):"
+    echo "    ${FUNCNAME[0]} build_env"
+    return 1
+  else
+    echo "################################################################################"
+    echo "# Run Tao_bench"
+    echo "#"
+    echo "# [$(date --utc +%FT%T.%3NZ)] + ${FUNCNAME[0]} ${*}"
+    echo "################################################################################"
+    echo ""
+  fi
+
+
+  # shellcheck disable=SC2155
+  local env_prefix=$(env_name_or_prefix "${env_name}")
+
+  echo "[RUN] Running Tao_bench ..."
+
+  # Run benchpress and capture output
+  if output=$(print_exec conda run --no-capture-output ${env_prefix} python ./benchpress_cli.py run tao_bench_standalone -i "'{\"memsize\": 0.5, \"stats_interval\":1000, \"warmup_time\": 60, \"test_time\": 60}'" 2>&1); then
+    echo "$output"
+  else
+    echo "ERROR: Benchpress command failed to execute"
+    return 1
+  fi
+
+  # Extract total_qps from the output and validate
+    total_qps=$(echo "$output" | grep -o '"total_qps":[^,]*' | grep -o '[0-9.]*' | head -1)
+
+  if [ -z "$total_qps" ]; then
+      echo "ERROR: Could not extract total_qps from output"
+      return 1
+  fi
+
+  # Check if total_qps is greater than zero
+  if (( $(echo "$total_qps > 0" | bc -l) )); then
+      echo "SUCCESS: total_qps ($total_qps) is greater than zero"
+      return 0
+  else
+      echo "FAILURE: total_qps ($total_qps) is not greater than zero"
+      return 1
+  fi
+}
diff --git a/.github/scripts/setup_env.bash b/.github/scripts/setup_env.bash
index 0523f91c..be784543 100755
--- a/.github/scripts/setup_env.bash
+++ b/.github/scripts/setup_env.bash
@@ -16,18 +16,30 @@
 # shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_django.bash"
 # shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/dcperf_run_django.bash"
+# shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_feedsim.bash"
 # shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/dcperf_run_feedsim.bash"
+# shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_tao_bench.bash"
 # shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/dcperf_run_tao_bench.bash"
+# shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_spark.bash"
 # shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/dcperf_run_spark.bash"
+# shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_video_transcode_bench.bash"
 # shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_mediawiki.bash"
 # shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/dcperf_run_mediawiki.bash"
+# shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_wdl.bash"
 # shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_health_check.bash"
 # shellcheck disable=SC1091,SC2128
 . "$( dirname -- "$BASH_SOURCE"; )/dcperf_install_syscall.bash"
+# shellcheck disable=SC1091,SC2128
+. "$( dirname -- "$BASH_SOURCE"; )/dcperf_run_syscall.bash"
diff --git a/.github/workflows/dcperf_ci_django.yml b/.github/workflows/dcperf_ci_django.yml
index f97a611f..c437dd32 100644
--- a/.github/workflows/dcperf_ci_django.yml
+++ b/.github/workflows/dcperf_ci_django.yml
@@ -55,11 +55,11 @@ jobs:
     steps:
     - name: Setup Build Container (ubuntu-based)
       if: ${{ matrix.host-machine.type == 'ubuntu' }}
-      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget libpython2-dev python3-dev
+      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget libpython2-dev python3-dev numactl lshw dmidecode procps netcat bc
 
     - name: Setup Build Container (centos-based)
       if: ${{ matrix.host-machine.type == 'centos' }}
-      run: dnf update -y; dnf install -y git pciutils which python3-devel ; dnf group install -y "Development Tools" --exclude="texlive*"
+      run: dnf update -y; dnf install -y git pciutils which python3-devel numactl lshw dmidecode procps-ng nmap-ncat bc; dnf group install -y "Development Tools" --exclude="texlive*"
 
     - name: Checkout the Repository
       uses: actions/checkout@v4
@@ -86,3 +86,6 @@ jobs:
 
     - name: Install Django
       run: . $PRELUDE; install_django $BUILD_ENV
+
+    - name: Run Django
+      run: . $PRELUDE; run_django $BUILD_ENV
diff --git a/.github/workflows/dcperf_ci_feedsim.yml b/.github/workflows/dcperf_ci_feedsim.yml
index e356843a..e54aba7c 100644
--- a/.github/workflows/dcperf_ci_feedsim.yml
+++ b/.github/workflows/dcperf_ci_feedsim.yml
@@ -55,11 +55,11 @@ jobs:
     steps:
     - name: Setup Build Container (ubuntu-based)
       if: ${{ matrix.host-machine.type == 'ubuntu' }}
-      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode
+      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode numactl lshw procps sysstat
 
     - name: Setup Build Container (centos-based)
       if: ${{ matrix.host-machine.type == 'centos' }}
-      run: dnf update -y; dnf install -y git pciutils which dmidecode
+      run: dnf update -y; dnf install -y git pciutils which dmidecode numactl lshw procps-ng sysstat
 
     - name: Checkout the Repository
       uses: actions/checkout@v4
@@ -86,3 +86,6 @@ jobs:
 
     - name: Install FeedSim
       run: . $PRELUDE; install_feedsim $BUILD_ENV
+
+    - name: Run FeedSim
+      run: . $PRELUDE; run_feedsim $BUILD_ENV
diff --git a/.github/workflows/dcperf_ci_mediawiki.yml b/.github/workflows/dcperf_ci_mediawiki.yml
index 9c2579dc..3b053295 100644
--- a/.github/workflows/dcperf_ci_mediawiki.yml
+++ b/.github/workflows/dcperf_ci_mediawiki.yml
@@ -53,11 +53,11 @@ jobs:
     steps:
     - name: Setup Build Container (ubuntu-based)
       if: ${{ matrix.host-machine.type == 'ubuntu' }}
-      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode curl
+      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode curl numactl lshw procps bc
 
     - name: Setup Build Container (centos-based)
       if: ${{ matrix.host-machine.type == 'centos' }}
-      run: dnf update -y; dnf install -y git pciutils which dmidecode
+      run: dnf update -y; dnf install -y git pciutils which  numactl lshw procps-ng bc
 
     - name: Checkout the Repository
       uses: actions/checkout@v4
@@ -87,3 +87,6 @@ jobs:
 
     - name: Install Mediawiki
       run: . $PRELUDE; install_mediawiki $BUILD_ENV
+
+    - name: Run Mediawiki
+      run: . $PRELUDE; run_mediawiki $BUILD_ENV
diff --git a/.github/workflows/dcperf_ci_spark.yml b/.github/workflows/dcperf_ci_spark.yml
index 874bcfa1..7f0e64e2 100644
--- a/.github/workflows/dcperf_ci_spark.yml
+++ b/.github/workflows/dcperf_ci_spark.yml
@@ -55,11 +55,11 @@ jobs:
     steps:
     - name: Setup Build Container (ubuntu-based)
       if: ${{ matrix.host-machine.type == 'ubuntu' }}
-      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode
+      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode numactl lshw procps
 
     - name: Setup Build Container (centos-based)
       if: ${{ matrix.host-machine.type == 'centos' }}
-      run: dnf update -y; dnf install -y git pciutils which dmidecode
+      run: dnf update -y; dnf install -y git pciutils which dmidecode numactl lshw procps-ng
 
     - name: Checkout the Repository
       uses: actions/checkout@v4
@@ -86,3 +86,6 @@ jobs:
 
     - name: Install Spark
       run: . $PRELUDE; install_spark $BUILD_ENV
+
+    - name: Run Spark
+      run: . $PRELUDE; run_spark $BUILD_ENV
diff --git a/.github/workflows/dcperf_ci_syscall.yml b/.github/workflows/dcperf_ci_syscall.yml
index 5eb08628..ca2afd2e 100644
--- a/.github/workflows/dcperf_ci_syscall.yml
+++ b/.github/workflows/dcperf_ci_syscall.yml
@@ -55,11 +55,11 @@ jobs:
     steps:
     - name: Setup Build Container (ubuntu-based)
       if: ${{ matrix.host-machine.type == 'ubuntu' }}
-      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode pkgconf
+      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode pkgconf numactl lshw procps
 
     - name: Setup Build Container (centos-based)
       if: ${{ matrix.host-machine.type == 'centos' }}
-      run: dnf update -y; dnf install -y git pciutils which dmidecode
+      run: dnf update -y; dnf install -y git pciutils which dmidecode numactl lshw procps-ng
 
     - name: Checkout the Repository
       uses: actions/checkout@v4
@@ -86,4 +86,6 @@ jobs:
 
     - name: Install Syscall
       run: . $PRELUDE; install_syscall $BUILD_ENV
-      continue-on-error: false
+
+    - name: Run Syscall
+      run: . $PRELUDE; run_syscall $BUILD_ENV
diff --git a/.github/workflows/dcperf_ci_tao_bench.yml b/.github/workflows/dcperf_ci_tao_bench.yml
index 77cd1cd5..7264edee 100644
--- a/.github/workflows/dcperf_ci_tao_bench.yml
+++ b/.github/workflows/dcperf_ci_tao_bench.yml
@@ -55,11 +55,11 @@ jobs:
     steps:
     - name: Setup Build Container (ubuntu-based)
       if: ${{ matrix.host-machine.type == 'ubuntu' }}
-      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode curl
+      run: apt update -y; apt install -y build-essential git pciutils socat sudo wget dmidecode curl numactl lshw procps bc
 
     - name: Setup Build Container (centos-based)
       if: ${{ matrix.host-machine.type == 'centos' }}
-      run: dnf update -y; dnf install -y git pciutils which dmidecode
+      run: dnf update -y; dnf install -y git pciutils which dmidecode numactl lshw procps-ng bc
 
     - name: Checkout the Repository
       uses: actions/checkout@v4
@@ -86,3 +86,6 @@ jobs:
 
     - name: Install Tao_bench
       run: . $PRELUDE; install_tao_bench $BUILD_ENV
+
+    - name: Run Tao_bench
+      run: . $PRELUDE; run_tao_bench $BUILD_ENV
diff --git a/packages/django_workload/install_django_workload.sh b/packages/django_workload/install_django_workload.sh
index 18b3b10a..0b9807bb 100755
--- a/packages/django_workload/install_django_workload.sh
+++ b/packages/django_workload/install_django_workload.sh
@@ -116,6 +116,9 @@ cp "${TEMPLATES_DIR}/jvm.options" "${OUT}/apache-cassandra/conf/jvm.options" ||
 mkdir -p /data/cassandra/{commitlog,data,saved_caches,hints}/
 chmod -R 0700 /data/cassandra
 
+# Create logs directory for Cassandra JVM GC logging
+mkdir -p "$OUT/apache-cassandra/logs"
+
 # Copy configurations
 cp "${TEMPLATES_DIR}/cassandra.yaml" "${OUT}/apache-cassandra/conf/cassandra.yaml.template" || exit 1
 
diff --git a/packages/django_workload/install_django_workload_aarch64.sh b/packages/django_workload/install_django_workload_aarch64.sh
index 3021dff8..13c42181 100755
--- a/packages/django_workload/install_django_workload_aarch64.sh
+++ b/packages/django_workload/install_django_workload_aarch64.sh
@@ -168,6 +168,9 @@ cp "${TEMPLATES_DIR}/jvm.options" "${CASSANDRA_ROOT}/conf/jvm.options" || exit 1
 mkdir -p /data/cassandra/{commitlog,data,saved_caches,hints}/
 chmod -R 0700 /data/cassandra
 
+# Create logs directory for Cassandra JVM GC logging
+mkdir -p "${CASSANDRA_ROOT}/logs"
+
 # Copy configurations
 cp "${TEMPLATES_DIR}/cassandra.yaml" "${CASSANDRA_ROOT}/conf/cassandra.yaml.template" || exit 1
 popd
diff --git a/packages/django_workload/install_django_workload_aarch64_ubuntu22.sh b/packages/django_workload/install_django_workload_aarch64_ubuntu22.sh
index 146841d4..2de5afb5 100755
--- a/packages/django_workload/install_django_workload_aarch64_ubuntu22.sh
+++ b/packages/django_workload/install_django_workload_aarch64_ubuntu22.sh
@@ -170,6 +170,9 @@ cp "${TEMPLATES_DIR}/jvm.options" "${CASSANDRA_ROOT}/conf/jvm.options" || exit 1
 mkdir -p /data/cassandra/{commitlog,data,saved_caches,hints}/
 chmod -R 0700 /data/cassandra
 
+# Create logs directory for Cassandra JVM GC logging
+mkdir -p "${CASSANDRA_ROOT}/logs"
+
 # Copy configurations
 cp "${TEMPLATES_DIR}/cassandra.yaml" "${CASSANDRA_ROOT}/conf/cassandra.yaml.template" || exit 1
 popd
diff --git a/packages/django_workload/install_django_workload_x86_64_centos9.sh b/packages/django_workload/install_django_workload_x86_64_centos9.sh
index 23d0d7d1..5271374c 100755
--- a/packages/django_workload/install_django_workload_x86_64_centos9.sh
+++ b/packages/django_workload/install_django_workload_x86_64_centos9.sh
@@ -170,6 +170,9 @@ cp "${TEMPLATES_DIR}/jvm.options" "${CASSANDRA_ROOT}/conf/jvm.options" || exit 1
 mkdir -p /data/cassandra/{commitlog,data,saved_caches,hints}/
 chmod -R 0700 /data/cassandra
 
+# Create logs directory for Cassandra JVM GC logging
+mkdir -p "${CASSANDRA_ROOT}/logs"
+
 # Copy configurations
 cp "${TEMPLATES_DIR}/cassandra.yaml" "${CASSANDRA_ROOT}/conf/cassandra.yaml.template" || exit 1
 popd
diff --git a/packages/django_workload/install_django_workload_x86_64_ubuntu22.sh b/packages/django_workload/install_django_workload_x86_64_ubuntu22.sh
index 828736ad..4336ace1 100755
--- a/packages/django_workload/install_django_workload_x86_64_ubuntu22.sh
+++ b/packages/django_workload/install_django_workload_x86_64_ubuntu22.sh
@@ -169,6 +169,9 @@ cp "${TEMPLATES_DIR}/jvm.options" "${CASSANDRA_ROOT}/conf/jvm.options" || exit 1
 mkdir -p /data/cassandra/{commitlog,data,saved_caches,hints}/
 chmod -R 0700 /data/cassandra
 
+# Create logs directory for Cassandra JVM GC logging
+mkdir -p "${CASSANDRA_ROOT}/logs"
+
 # Copy configurations
 cp "${TEMPLATES_DIR}/cassandra.yaml" "${CASSANDRA_ROOT}/conf/cassandra.yaml.template" || exit 1
 popd
diff --git a/packages/django_workload/srcs/bin/run.sh b/packages/django_workload/srcs/bin/run.sh
index af4c18ad..a0d34c6a 100755
--- a/packages/django_workload/srcs/bin/run.sh
+++ b/packages/django_workload/srcs/bin/run.sh
@@ -1,4 +1,4 @@
-#!/bin/bash
+#!/bin/bash -x
 # Copyright (c) Meta Platforms, Inc. and affiliates.
 #
 # This source code is licensed under the MIT license found in the
@@ -35,6 +35,7 @@ cleanup() {
   [ -n "$MEMCACHED_PID" ] && { echo "Stopping memcached"; kill "$MEMCACHED_PID" || true; }
   # Stop Cassandra
   [ -f cassandra.pid ] && { echo "Stopping cassandra"; kill "$(cat cassandra.pid)" || true; }
+  cat cassandra.log
   # Kill Siege
   SIEGE_PID="$(pgrep siege)"
   [ -n "$SIEGE_PID" ] && { echo "Killing siege"; kill -9 "$SIEGE_PID" || true; }
@@ -240,6 +241,9 @@ start_cassandra() {
     ${CASSANDRA_YAML}.tmp > ${CASSANDRA_YAML}.tmp2
   mv -f "${CASSANDRA_YAML}.tmp2" "${CASSANDRA_YAML}"
 
+  # Create logs directory if it doesn't exist (required for JVM GC logging)
+  mkdir -p ./apache-cassandra/logs
+
   ./apache-cassandra/bin/cassandra -R -f -p cassandra.pid > cassandra.log 2>&1
 
 }
diff --git a/packages/django_workload/templates/jvm.options b/packages/django_workload/templates/jvm.options
index 73d511d4..b3abeb98 100644
--- a/packages/django_workload/templates/jvm.options
+++ b/packages/django_workload/templates/jvm.options
@@ -4,9 +4,9 @@
 # LICENSE file in the root directory of this source tree.
 # Note: Make sure -Djava.net.preferIPv4Stack=true is not set or is set to false. Otherwise Cassandra won't bind to the IPv6 address
 
--Xms16G
--Xmx24G
--Xmn4G
+-Xms2G
+-Xmx4G
+-Xmn512M
 
 -XX:+HeapDumpOnOutOfMemoryError
 -Xss256k
diff --git a/packages/mediawiki/run.sh b/packages/mediawiki/run.sh
index 6716c40d..90eb1387 100755
--- a/packages/mediawiki/run.sh
+++ b/packages/mediawiki/run.sh
@@ -1,4 +1,4 @@
-#!/bin/bash
+#!/bin/bash -x
 # Copyright (c) Meta Platforms, Inc. and affiliates.
 #
 # This source code is licensed under the MIT license found in the
@@ -35,7 +35,7 @@ restart_mariadb_docker() {
     sleep 1
   done
   # Start MariaDB in the background with nohup to ensure it's fully detached
-  nohup mariadbd --user=mysql --socket=/var/lib/mysql/mysql.sock > /dev/null 2>&1 &
+  nohup mariadbd --user=mysql --socket=/var/lib/mysql/mysqld.sock &
 }
 
 # Function to restart MariaDB on bare-metal machine
diff --git a/packages/spark_standalone/templates/proj_root/scripts/utils.py b/packages/spark_standalone/templates/proj_root/scripts/utils.py
index ec662772..a49e01d5 100755
--- a/packages/spark_standalone/templates/proj_root/scripts/utils.py
+++ b/packages/spark_standalone/templates/proj_root/scripts/utils.py
@@ -86,6 +86,11 @@ def read_sys_configs() -> Dict[str, int]:
             sys_configs["sockets"] = int(item["data"])
         if item["field"].startswith("Model name"):
             sys_configs["arch"] = item["data"]
+
+    # Set default value for arch if not found
+    if "arch" not in sys_configs:
+        sys_configs["arch"] = platform.machine()
+
     sys_configs["cores"] = (
         sys_configs["threads_per_core"]
         * sys_configs["cores_per_socket"]