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 .
Test Created 29 July 2023
Last Updated 17 September 2023
Test Type System
Average Install Time 3 Seconds
Average Run Time 4 Minutes, 27 Seconds
Test Dependencies Java
Accolades 10k+ Downloads Public Result Uploads * Reported Installs ** Reported Test Completions ** Test Profile Page Views OpenBenchmarking.org Events Apache IoTDB Popularity Statistics pts/apache-iotdb 2023.07 2023.08 2023.09 2023.10 2023.11 2023.12 2024.01 2024.02 2024.03 2024.04 1100 2200 3300 4400 5500
* 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 30 April 2024.
800 36.8% 100 14.4% 500 34.2% 200 14.6% Device Count Option Popularity OpenBenchmarking.org
100 71.6% 1 28.4% Batch Size Per Write Option Popularity OpenBenchmarking.org
200 30.8% 500 34.2% 800 35.0% Sensor Count Option Popularity OpenBenchmarking.org
400 35.4% 100 64.6% Client Number Option Popularity OpenBenchmarking.org
Revision Historypts/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.
Performance MetricsAnalyze Test Configuration: pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 (point/sec) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 (Average Latency) pts/apache-iotdb-1.2.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 (point/sec) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 (Average Latency) pts/apache-iotdb-1.0.x - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 (point/sec) 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)
OpenBenchmarking.org Distribution Of Public Results - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 101 Results Range From 47 To 2433 Average Latency 47 96 145 194 243 292 341 390 439 488 537 586 635 684 733 782 831 880 929 978 1027 1076 1125 1174 1223 1272 1321 1370 1419 1468 1517 1566 1615 1664 1713 1762 1811 1860 1909 1958 2007 2056 2105 2154 2203 2252 2301 2350 2399 2448 6 12 18 24 30
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.org Minutes Time Required To Complete Benchmark Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 Run-Time 9 18 27 36 45 Min: 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.org Percent, Fewer Is Better Average Deviation Between Runs Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 Deviation 3 6 9 12 15 Min: 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
1 System - 192 Benchmark Results
AMD EPYC 8534P 64-Core - AMD Cinnabar - AMD Device 14a4
Ubuntu 23.10 - 6.8.1-060801-generic - GNOME Shell 45.2
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
Ubuntu 23.10 - 6.6.9-060609-generic - GNOME Shell 45.0
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
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 - 275 Benchmark Results
AMD EPYC 7R13 - Amazon EC2 m6a.4xlarge - Intel 440FX 82441FX PMC
Ubuntu 20.04 - 5.15.0-1048-aws - 1.1.182
1 System - 84 Benchmark Results
Intel Core i9-10850K - ASUS ROG MAXIMUS XII APEX - Intel Comet Lake PCH
Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9
2 Systems - 358 Benchmark Results
AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship
Ubuntu 22.04 - 6.2.0-35-generic - GNOME Shell 42.2