diff --git a/tests/metrics/machine_learning/onednn-dockerfile/Dockerfile b/tests/metrics/machine_learning/onednn-dockerfile/Dockerfile
new file mode 100644
index 0000000000..24ebb8cc9c
--- /dev/null
+++ b/tests/metrics/machine_learning/onednn-dockerfile/Dockerfile
@@ -0,0 +1,44 @@
+# Copyright (c) 2024 Intel Corporation
+#
+# SPDX-License-Identifier: Apache-2.0
+
+# Set up an Ubuntu image with 'phoronix-test-suite' installed
+
+FROM ubuntu:22.04
+
+LABEL DOCKERFILE_VERSION="1.0"
+
+ENV PHORONIX_TAR_URL="https://phoronix-test-suite.com/releases/"
+ENV PHORONIX_VER="phoronix-test-suite-10.8.4.tar.gz"
+ENV PHORONIX_CFG="/usr/share/phoronix-test-suite/pts-core/static/user-config-defaults.xml"
+
+ENV DEBIAN_FRONTEND noninteractive
+ENV DEBCONF_NONINTERACTIVE_SEEN true
+
+SHELL ["/bin/bash", "-o", "pipefail", "-c"]
+RUN apt-get update && \
+	apt-get install -y --no-install-recommends git curl build-essential autoconf && \
+	apt-get install -y --no-install-recommends php libapache2-mod-php php-bz2 php-gd php-sqlite3 php-xml && \
+	apt-get install -y --no-install-recommends cmake cmake-data mesa-utils vulkan-tools unzip apt-file && \
+        curl -OkL ${PHORONIX_TAR_URL}/${PHORONIX_VER} && \
+	tar zxf ${PHORONIX_VER} && cd phoronix-test-suite && ./install-sh && \
+	apt-get clean && rm -rf /var/lib/apt/lists && \
+	rm -f ${PHORONIX_VER} && \
+	if [ -n "$http_proxy" ] ; then \
+	sed -i "s|<ProxyAddress></ProxyAddress>|<ProxyAddress>$(getent hosts "$(echo $http_proxy | sed 's~http[s]*://~~g' | sed -e 's/:[0-9]*//g')" | awk '{ print $1 }')</ProxyAddress>|g" ${PHORONIX_CFG} ; \
+	sed -i "s|<ProxyPort></ProxyPort>|<ProxyPort>$(echo $http_proxy | sed 's/^.*://g')</ProxyPort>|g" ${PHORONIX_CFG} ; \
+	fi && \
+	sed -i "s|<UploadResults>TRUE</UploadResults>|<UploadResults>FALSE</UploadResults>|g" ${PHORONIX_CFG} && \
+	sed -i "s|<PromptForTestIdentifier>TRUE</PromptForTestIdentifier>|<PromptForTestIdentifier>FALSE</PromptForTestIdentifier>|g" ${PHORONIX_CFG} && \
+	sed -i "s|<PromptSaveName>TRUE</PromptSaveName>|<PromptSaveName>FALSE</PromptSaveName>|g" ${PHORONIX_CFG} && \
+	sed -i "s|<PromptForTestDescription>TRUE</PromptForTestDescription>|<PromptForTestDescription>FALSE</PromptForTestDescription>|g" ${PHORONIX_CFG} && \
+	sed -i "s|<Configured>FALSE</Configured>|<Configured>TRUE</Configured>|g" ${PHORONIX_CFG} && \
+	sed -i "s|<Timeout>20</Timeout>|<Timeout>2</Timeout>|g" ${PHORONIX_CFG} && \
+	sed -i "s|<SaveResults>FALSE</SaveResults>|<SaveResults>TRUE</SaveResults>|g" ${PHORONIX_CFG} && \
+	phoronix-test-suite download-test-files onednn && \
+	phoronix-test-suite install-dependencies onednn && \
+	phoronix-test-suite install onednn && \
+	sed -i "s/<NoNetworkCommunication>FALSE/<NoNetworkCommunication>TRUE/g" ${PHORONIX_CFG} && \
+	sed -i "s/<Timeout>20/<Timeout>3/g" ${PHORONIX_CFG}
+
+CMD ["/bin/bash"]
diff --git a/tests/metrics/machine_learning/onednn.sh b/tests/metrics/machine_learning/onednn.sh
new file mode 100755
index 0000000000..399807707b
--- /dev/null
+++ b/tests/metrics/machine_learning/onednn.sh
@@ -0,0 +1,117 @@
+#!/bin/bash
+#
+# Copyright (c) 2024 Intel Corporation
+#
+# SPDX-License-Identifier: Apache-2.0
+
+# Description of the test:
+# This test runs the 'onednn benchmark'
+# https://github.com/v8/web-tooling-benchmark
+
+set -o pipefail
+
+# General env
+SCRIPT_PATH=$(dirname "$(readlink -f "$0")")
+source "${SCRIPT_PATH}/../lib/common.bash"
+
+# TEST_NAME is required to collect results and name the workload container.
+TEST_NAME="onednn-bench"
+
+WORKLOAD="phoronix-test-suite batch-run onednn"
+PAYLOAD_ARGS="${PAYLOAD_ARGS:-tail -f /dev/null}"
+
+IMAGE="docker.io/library/pts-onednn:latest"
+DOCKERFILE="${SCRIPT_PATH}/onednn-dockerfile/Dockerfile"
+
+TMP_DIR=$(mktemp --tmpdir -d onednn.XXXXXXXXXX)
+KATA_PERF_CONFIG="${TMP_DIR}/onednn_config.toml"
+TEST_RESULTS_FNAME="${TMP_DIR}/onednn-results.json"
+
+# Variable used to store the initial configuration file name.
+# This file is again pointed to by kata once the script finishes.
+KATA_INITIAL_CONFIG_FNAME=""
+
+function restore_kata_config() {
+	rm -rf "${TMP_DIR}"
+	set_kata_config_file "${KATA_INITIAL_CONFIG_FNAME}"
+}
+trap restore_kata_config EXIT
+
+# Show help about this script
+function help(){
+cat << EOF
+Usage: $0
+   Description:
+       Runs onednn benchmark using the maximum number of cpus and memory available.
+EOF
+}
+
+function save_config() {
+	metrics_json_start_array
+
+	pushd "${DEFAULT_KATA_CONFIG_DIR}"
+        local MEM_AVAIL_MB="$(cat ${DEFAULT_KATA_CONFIG_FNAME} | grep -i "default_memory =" | cut -d "=" -f2 | tr -d ' ' | tr -d '"')"
+	local NUM_CPUS="$(cat ${DEFAULT_KATA_CONFIG_FNAME} | grep -i "default_vcpus =" | cut -d "=" -f2 | tr -d ' ' | tr -d '"')"
+	local SHARED_FS="$(cat ${DEFAULT_KATA_CONFIG_FNAME} | grep shared_fs | cut -d "=" -f2 | tr -d ' ' | tr -d '"')"
+	popd
+
+	local json="$(cat << EOF
+	{
+		"image": "${IMAGE}",
+		"units": "ms",
+		"mode": "Lower Is Better",
+		"shared-fs": "${SHARED_FS}",
+		"num-vcpus": "${NUM_CPUS}",
+		"memory-available-mb": "${MEM_AVAIL_MB}"
+	}
+EOF
+)"
+	metrics_json_add_array_element "${json}"
+	metrics_json_end_array "Config"
+}
+
+function main() {
+	local i=0
+	local cmds=("docker")
+	local RES_DIR="/var/lib/phoronix-test-suite/test-results"
+
+	# Check tools/commands dependencies
+ 	init_env
+	check_cmds "${cmds[@]}"
+ 	check_ctr_images "$IMAGE" "$DOCKERFILE"
+
+	clean_cache
+
+	# Configure Kata to use the maximum number of available CPUs
+	# and to use the available free memory.
+	get_current_kata_config_file KATA_INITIAL_CONFIG_FNAME
+	set_kata_configuration_performance "${KATA_PERF_CONFIG}"
+
+	# Launch container.
+	sudo -E "${CTR_EXE}" run -d --runtime "${CTR_RUNTIME}" "${IMAGE}" "${TEST_NAME}" sh -c "${PAYLOAD_ARGS}"
+
+	# Run the test.
+	sudo -E "${CTR_EXE}" t exec -t --exec-id "$(random_name)" "${TEST_NAME}" sh -c "${WORKLOAD}"
+
+	results_fname=$(sudo -E "${CTR_EXE}" t exec --exec-id $(random_name) ${TEST_NAME} sh -c "ls ${RES_DIR}")
+	SAVE_RESULTS_CMD="phoronix-test-suite result-file-to-json ${results_fname}"
+
+	# Save results.
+	sudo -E "${CTR_EXE}" t exec --exec-id "$(random_name)" "${TEST_NAME}" sh -c "${SAVE_RESULTS_CMD}"
+
+	# Extract results.
+	sudo -E "${CTR_EXE}" t exec --exec-id "${RANDOM}" "${TEST_NAME}" sh -c "cat /root/${results_fname}.json" > "${TEST_RESULTS_FNAME}"
+
+	cat <<< $(jq 'del(.systems[].data)' "${TEST_RESULTS_FNAME}") > "${TEST_RESULTS_FNAME}"
+	local results="$(cat ${TEST_RESULTS_FNAME})"
+
+	metrics_json_init
+	save_config
+	metrics_json_start_array
+	metrics_json_add_array_element "${results}"
+	metrics_json_end_array "Results"
+	metrics_json_save
+	clean_env_ctr
+}
+
+main "$@"