Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/].

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

Project Site

iotdb.apache.org

Source Repository

github.com

Test Created

29 July 2023

Last Updated

17 September 2023

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

3 Seconds

Average Run Time

4 Minutes, 27 Seconds

Test Dependencies

Java

Accolades

10k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventsApache IoTDB Popularity Statisticspts/apache-iotdb2023.072023.082023.092023.102023.112023.122024.012024.022024.032024.0411002200330044005500
* 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.
Data updated weekly as of 22 April 2024.
80036.8%10014.4%50034.2%20014.6%Device Count Option PopularityOpenBenchmarking.org
10071.6%128.4%Batch Size Per Write Option PopularityOpenBenchmarking.org
20030.8%50034.2%80035.0%Sensor Count Option PopularityOpenBenchmarking.org
40035.4%10064.6%Client Number Option PopularityOpenBenchmarking.org

Revision History

pts/apache-iotdb-1.2.0   [View Source]   Sun, 17 Sep 2023 10:51:52 GMT
Update against Apache IotDB 1.2 uostream.

pts/apache-iotdb-1.0.1   [View Source]   Sat, 05 Aug 2023 20:38:28 GMT
Fix lower-is-better indicator for latency metrics.

pts/apache-iotdb-1.0.0   [View Source]   Sat, 29 Jul 2023 12:08:40 GMT
Add Apache IotDB Benchmark.

Suites Using This Test

Database Test Suite

Server


Performance Metrics

Analyze Test Configuration:

Apache IoTDB 1.2

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.org metrics for this test profile configuration based on 101 public results since 17 September 2023 with the latest data as of 21 March 2024.

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
Average Latency (Average)
76th
7
193 +/- 13
Mid-Tier
75th
> 193
Median
50th
252
48th
3
254 +/- 15
31st
3
313 +/- 9
Low-Tier
25th
> 327
4th
3
787 +/- 16
OpenBenchmarking.orgDistribution Of Public Results - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400101 Results Range From 47 To 2433 Average Latency4796145194243292341390439488537586635684733782831880929978102710761125117412231272132113701419146815171566161516641713176218111860190919582007205621052154220322522301235023992448612182430

Based on OpenBenchmarking.org data, the selected test / test configuration (Apache IoTDB 1.2 - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400) has an average run-time of 18 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 BenchmarkDevice Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Run-Time918273645Min: 6 / Avg: 17.51 / Max: 45

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.9%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDevice Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Deviation3691215Min: 0 / Avg: 0.93 / Max: 7

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

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1 System - 192 Benchmark Results

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Ubuntu 23.10 - 6.8.1-060801-generic - GNOME Shell 45.2

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1 System - 59 Benchmark Results

AMD Ryzen 7 3800XT 8-Core - MSI X370 XPOWER GAMING TITANIUM - AMD Starship

Debian 12 - 6.1.0-15-amd64 - X Server 1.20.11

1 System - 403 Benchmark Results

AMD EPYC 7601 32-Core - TYAN B8026T70AE24HR - AMD 17h

Ubuntu 23.10 - 6.6.9-060609-generic - GNOME Shell 45.0

1 System - 390 Benchmark Results

AMD EPYC 7601 32-Core - TYAN B8026T70AE24HR - AMD 17h

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3 Systems - 880 Benchmark Results

2 Systems - 834 Benchmark Results

4 Systems - 350 Benchmark Results

AMD EPYC 8534P 64-Core - AMD Cinnabar - AMD Device 14a4

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

1 System - 260 Benchmark Results

Intel Xeon Platinum 8375C - Amazon EC2 m6i.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.15.0-1049-aws - GNOME Shell 3.36.9

1 System - 251 Benchmark Results

Intel Xeon Platinum 8358 - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.15.0-1042-oracle - 1.1.182

1 System - 256 Benchmark Results

AMD EPYC 7J13 64-Core - QEMU Standard PC - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.15.0-1042-oracle - 1.1.182

1 System - 241 Benchmark Results

Intel Xeon Platinum 8375C - Amazon EC2 m6i.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.15.0-1049-aws - GNOME Shell 3.36.9

3 Systems - 513 Benchmark Results

AMD EPYC 8534P 64-Core - AMD Cinnabar - AMD Device 14a4

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

1 System - 10 Benchmark Results

Intel Core i7-12700H - HP 89C0 - Intel Alder Lake PCH

Fedora Linux 39 - 6.5.11-300.fc39.x86_64 - KDE Plasma 5.27.9

1 System - 9 Benchmark Results

Intel Core i7-12700H - HP 89C0 - Intel Alder Lake PCH

Fedora Linux 39 - 6.5.11-300.fc39.x86_64 - KDE Plasma 5.27.9

Most Popular Test Results

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2 Systems - 120 Benchmark Results

AMD EPYC 9B14 - Google Compute Engine c3d-standard-60 - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 6.2.0-1014-gcp - 1.3.238

3 Systems - 120 Benchmark Results

AMD EPYC 9B14 - Google Compute Engine c3d-standard-60 - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 6.2.0-1014-gcp - 1.3.238

2 Systems - 244 Benchmark Results

AMD Ryzen 9 7900X 12-Core - ASRockRack B650D4U-2L2T/BCM - AMD Device 14d8

Ubuntu 22.04 - 6.6.0-060600rc1daily20230913-generic - GNOME Shell 42.9

4 Systems - 183 Benchmark Results

4 Systems - 120 Benchmark Results

ARMv8 Neoverse-N1 - Amazon EC2 c6g.16xlarge - Amazon Device 0200

Ubuntu 22.04 - 5.19.0-1025-aws - 1.3.238

3 Systems - 48 Benchmark Results

2 x AMD EPYC 9334 32-Core - Supermicro H13DSH - 24 x 32 GB DDR5-4800MT

AlmaLinux 9.2 - 5.14.0-284.25.1.el9_2.x86_64 - GCC 11.3.1 20221121

4 Systems - 104 Benchmark Results

Intel Xeon Platinum 8468 - ASRockRack SPC741D8-2L2T/BCM - Intel Device 1bce

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

3 Systems - 72 Benchmark Results

AMD Ryzen 9 7900X 12-Core - ASRockRack B650D4U-2L2T/BCM - AMD Device 14d8

Ubuntu 22.04 - 6.6.0-060600rc1daily20230913-generic - GNOME Shell 42.9

3 Systems - 76 Benchmark Results

AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8

Ubuntu 23.10 - 6.5.0-with-patch2 - GNOME Shell

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2 x Intel Xeon Max 9480 - Supermicro X13DEM v1.10 - Intel Device 1bce

Ubuntu 23.04 - 6.2.0-34-generic - GNOME Shell 44.3

4 Systems - 350 Benchmark Results

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Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

3 Systems - 73 Benchmark Results

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

Ubuntu 22.04 - 6.5.3-060503-generic - GNOME Shell 42.9

3 Systems - 85 Benchmark Results

AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 23.04 - 6.6.0-060600rc1daily20230915-generic - GNOME Shell 44.3

3 Systems - 72 Benchmark Results

AMD Ryzen 9 7900X 12-Core - ASRockRack B650D4U-2L2T/BCM - AMD Device 14d8

Ubuntu 22.04 - 6.6.0-060600rc1daily20230913-generic - GNOME Shell 42.9

6 Systems - 120 Benchmark Results

AMD EPYC 7B13 - Google Compute Engine c2d-standard-56 - Intel 440FX 82441FX PMC

Ubuntu 22.04 - 6.2.0-1014-gcp - 1.3.238

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