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

2 Seconds

Average Run Time

4 Minutes, 34 Seconds

Test Dependencies

Java

Accolades

20k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventsApache IoTDB Popularity Statisticspts/apache-iotdb2023.072023.082023.092023.102023.112023.122024.012024.022024.032024.042024.052024.062024.072024.082024.092024.102K4K6K8K10K
* 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 5 October 2024.
80035.1%10010.3%50044.2%20010.4%Device Count Option PopularityOpenBenchmarking.org
10079.8%120.2%Batch Size Per Write Option PopularityOpenBenchmarking.org
20021.9%50035.0%80043.0%Sensor Count Option PopularityOpenBenchmarking.org
40047.5%10052.5%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: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.org metrics for this test profile configuration based on 381 public results since 17 September 2023 with the latest data as of 3 October 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)
97th
4
211 +/- 3
83rd
3
275 +/- 2
80th
8
283 +/- 18
Mid-Tier
75th
> 294
71st
3
308 +/- 1
67th
3
313 +/- 1
57th
6
331 +/- 17
Median
50th
348
45th
4
351 +/- 6
42nd
7
354 +/- 10
29th
3
415 +/- 11
Low-Tier
25th
> 442
18th
5
522 +/- 13
16th
4
537 +/- 9
2nd
3
1180 +/- 13
OpenBenchmarking.orgDistribution Of Public Results - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400379 Results Range From 61 To 3785 Average Latency6113621128636143651158666173681188696110361111118612611336141114861561163617111786186119362011208621612236231123862461253626112686276128362911298630613136321132863361343635113586366137363811306090120150

Based on OpenBenchmarking.org data, the selected test / test configuration (Apache IoTDB 1.2 - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400) has an average run-time of 14 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: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Run-Time714212835Min: 5 / Avg: 13.13 / Max: 33

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDevice Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Deviation246810Min: 0 / Avg: 1.41 / Max: 4

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)