CloudSuite In-Memory Analytics

CloudSuite In-Memory Analytics uses Apache Spark and runs a collaborative filtering algorithm in-memory on a dataset of user-movie ratings from Movielens.

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

Project Site

github.com

Source Repository

github.com

Test Created

1 November 2019

Last Updated

3 November 2022

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

49 Seconds

Average Run Time

10 Minutes, 24 Seconds

Accolades

10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsCloudSuite In-Memory Analytics Popularity Statisticspts/cloudsuite-ma2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.102020.112020.122021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.112004006008001000
* Uploading of benchmark result data to OpenBenchmarking.org 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 OpenBenchmarking.org 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 30 November 2022.

Revision History

pts/cloudsuite-ma-1.0.1   [View Source]   Thu, 03 Nov 2022 15:56:59 GMT
Update Docker location.

pts/cloudsuite-ma-1.0.0   [View Source]   Fri, 01 Nov 2019 18:00:00 GMT
Initial commit of CloudSuite In-Memory Analytics benchmark.


Performance Metrics

Analyze Test Configuration:

CloudSuite In-Memory Analytics

OpenBenchmarking.org metrics for this test profile configuration based on 70 public results since 1 November 2019 with the latest data as of 5 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.

Component
Percentile Rank
# Compatible Public Results
ms (Average)
AMD Ryzen 7 7700X 8-Core
99th
4
6765 +/- 140
Intel Core i9-13900K
88th
4
10220 +/- 55
AMD Ryzen 9 5900HX
81st
3
10932 +/- 27
Mid-Tier
75th
> 11287
Intel Xeon E3-1275 v6
72nd
11
11383 +/- 659
AMD Ryzen 7 PRO 6850U
61st
3
12951 +/- 153
Median
50th
50522
AMD Ryzen Threadripper 3990X 64-Core
38th
3
225899 +/- 1838
2 x Intel Xeon Platinum 8380
31st
4
262781 +/- 723
Low-Tier
25th
> 282357
2 x Intel Xeon Platinum 8175M
11th
10
288246 +/- 1818
OpenBenchmarking.orgDistribution Of Public Results70 Results Range From 6560 To 440043 ms656015230239003257041240499105858067250759208459093260101930110600119270127940136610145280153950162620171290179960188630197300205970214640223310231980240650249320257990266660275330284000292670301340310010318680327350336020344690353360362030370700379370388040396710405380414050422720431390440060714212835

Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite In-Memory Analytics) has an average run-time of 9 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-Time918273645Min: 1 / Avg: 8.65 / Max: 46

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.8%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.83 / Max: 3

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org 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
x86_64
(Many Processors)

Recent Test Results

OpenBenchmarking.org Results Compare

2 Systems - 384 Benchmark Results

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

Clear Linux OS 37600 - 6.0.7-1207.native - GNOME Shell 43.0

2 Systems - 168 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8

Ubuntu 22.10 - 6.1.0-060100rc3daily20221103-generic - GNOME Shell 43.0

1 System - 384 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

1 System - 380 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

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 - 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

1 System - 2 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 - 2 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
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