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

github.com

Test Created

1 November 2019

Last Updated

1 November 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Minute, 46 Seconds

Average Run Time

17 Minutes, 8 Seconds

Accolades

5k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsCloudSuite Data Analytics Popularity Statisticspts/cloudsuite-da2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.102020.112020.122021.022021.032021.04306090120150
* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
Data current as of Mon, 12 Apr 2021 22:47:21 GMT.

Revision History

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

OpenBenchmarking.org metrics for this test profile configuration based on 97 public results since 1 November 2019 with the latest data as of 30 November 2020.

Additional benchmark metrics will come after OpenBenchmarking.org has collected a sufficient data-set.

OpenBenchmarking.orgDistribution Of Public Results97 Results Range From 26553 To 878531 ms265534359360633776739471311175312879314583316287317991319695321399323103324807326511328215329919331623333327335031336735338439340143341847343551345255346959348663350367352071353775355479357183358887360591362295363999365703367407369111370815372519374223375927377631379335381039382743384447386151387855320406080100

Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite Data Analytics) has an average run-time of 12 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 BenchmarkRun-Time1020304050Min: 2 / Avg: 11.31 / Max: 51

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 1.26 / Max: 4

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 92 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

1 System - 5 Benchmark Results

AMD Ryzen 7 3700X 8-Core - ASUS ROG STRIX X570-I GAMING - AMD Starship

Ubuntu 20.04 - 5.6.15-050615-generic - GNOME Shell 3.36.2

1 System - 1 Benchmark Result

Intel Xeon Platinum 8171M - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 16.04 - 4.4.0-141-generic - GCC 5.4.0 20160609

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

Intel Xeon Platinum 8171M - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 16.04 - 4.4.0-141-generic - GCC 5.4.0 20160609

1 System - 1 Benchmark Result

Intel Xeon Platinum 8171M - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 16.04 - 4.4.0-141-generic - GCC 5.4.0 20160609

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

2 x Intel Xeon Platinum 8175M - Amazon EC2 m5.metal v1.0 - Intel Sky Lake-E DMI3 Registers

SUSE Linux Enterprise Server 15 SP1 15.1 - 4.12.14-197.37-default - GCC 7.5.0

1 System - 1 Benchmark Result

2 x Intel Xeon Platinum 8175M - Amazon EC2 m5.metal v1.0 - Intel Sky Lake-E DMI3 Registers

SUSE Linux Enterprise Server 15 SP1 15.1 - 4.12.14-197.37-default - GCC 7.5.0

Most Popular Test Results

OpenBenchmarking.org Results Compare

8 Systems - 13 Benchmark Results

AMD EPYC 7402 24-Core - ASRockRack EPYCD8 - AMD Starship

Ubuntu 19.10 - 5.4.0-999-generic - GNOME Shell 3.34.1

1 System - 5 Benchmark Results

2 x Intel Xeon Gold 6138 - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.04 - 5.0.0-32-generic - GNOME Shell 3.28.4

1 System - 5 Benchmark Results

Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH

Ubuntu 19.10 - 5.3.0-19-generic - GNOME Shell 3.34.1

1 System - 5 Benchmark Results

Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH

Ubuntu 19.10 - 5.3.0-19-generic - GNOME Shell 3.34.1

1 System - 5 Benchmark Results

AMD Ryzen 7 3700X 8-Core - ASUS ROG STRIX X570-I GAMING - AMD Starship

Ubuntu 20.04 - 5.6.15-050615-generic - GNOME Shell 3.36.2

1 System - 92 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

2 x Intel Xeon Platinum 8259CL - Amazon EC2 m5.metal v00001 - Intel Sky Lake-E DMI3 Registers

Amazon Linux 2 - 4.14.173-137.228.amzn2.x86_64 - GCC 7.3.1 20180712

1 System - 1 Benchmark Result

Intel Xeon Platinum 8171M - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 16.04 - 4.4.0-141-generic - GCC 5.4.0 20160609

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

1 System - 1 Benchmark Result

Intel Xeon E5-2673 v4 - Microsoft Virtual Machine v7.0 - Intel 440BX

Ubuntu 18.04 - 5.0.0-1032-azure - GCC 7.5.0

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