CloudSuite Data Analytics

CloudSuite Data Analytics is a Docker-based benchmark and runs a Naive Bayes classifier on a Wikimedia dataset with Hadoop and Mahout.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark cloudsuite-da.

Project Site

Source Repository

Test Created

1 November 2019

Last Updated

3 November 2022

Test Maintainer

Michael Larabel 

Test Type


Average Install Time

1 Minute, 22 Seconds

Average Run Time

23 Minutes, 5 Seconds


10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsCloudSuite Data Analytics Popularity Statisticspts/cloudsuite-da2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.102020.112020.122021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.11400800120016002000
* Uploading of benchmark result data to is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data current as of 1 December 2022.
828.6%428.6%128.6%3214.3%Hadoop Slaves Option

Revision History

pts/cloudsuite-da-1.1.0   [View Source]   Thu, 03 Nov 2022 17:52:22 GMT
Update Docker locations, allow Hadoop slave count configuration. This test though doesn't seem too useful/good...

pts/cloudsuite-da-1.0.0   [View Source]   Fri, 01 Nov 2019 17:55:39 GMT
Initial commit of CloudSuite Data Analytics benchmark.

Performance Metrics

Analyze Test Configuration:

CloudSuite Data Analytics

Hadoop Slaves: 8 metrics for this test profile configuration based on 20 public results since 3 November 2022 with the latest data as of 4 November 2022.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Percentile Rank
# Compatible Public Results
ms (Average)
553651 +/- 2615
566372 +/- 1662
> 568198
827596 +/- 834
> 902999
905892 +/- 5240
921784 +/- 45505
OpenBenchmarking.orgDistribution Of Public Results - Hadoop Slaves: 820 Results Range From 550884 To 957991 ms550884559027567170575313583456591599599742607885616028624171632314640457648600656743664886673029681172689315697458705601713744721887730030738173746316754459762602770745778888787031795174803317811460819603827746835889844032852175860318868461876604884747892890901033909176917319925462933605941748949891958034246810

Based on data, the selected test / test configuration (CloudSuite Data Analytics - Hadoop Slaves: 8) has an average run-time of 44 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkHadoop Slaves: 8Run-Time1122334455Min: 33 / Avg: 42.88 / Max: 53

Based on public results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsHadoop Slaves: 8Deviation246810Min: 0 / Avg: 0.16 / Max: 1

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
(Many Processors)

Recent Test Results Results Compare

1 System - 6 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS ROG STRIX X570-E GAMING - AMD Starship

Ubuntu 20.04 - 5.4.0-132-generic - NVIDIA

4 Systems - 8 Benchmark Results

2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Ice Lake IEH

Ubuntu 22.10 - 6.0.0-060000rc3daily20220904-generic - GNOME Shell

3 Systems - 7 Benchmark Results

Intel Core i9-13900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27

Ubuntu 22.10 - 5.19.0-23-generic - GNOME Shell 43.0

3 Systems - 9 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship

Ubuntu 22.10 - 6.0.0-060000rc7daily20220927-generic - GNOME Shell 43.0

3 Systems - 4 Benchmark Results

AMD Ryzen 7 7700X 8-Core - ASRock X670E PG Lightning - AMD Device 14d8

Ubuntu 22.10 - 5.19.0-23-generic - GNOME Shell 43.0

3 Systems - 9 Benchmark Results

AMD Ryzen 7 PRO 6850U - LENOVO 21CM0001US - AMD Device 14b5

Ubuntu 22.10 - 6.1.0-060100rc2daily20221028-generic - GNOME Shell 43.0

3 Systems - 6 Benchmark Results

AMD Ryzen 9 5900HX - ASUS G513QY v1.0 - AMD Renoir

Ubuntu 22.10 - 5.19.0-23-generic - GNOME Shell 43.0

Find More Test Results