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JOURNALS // Program Systems: Theory and Applications // Archive

Program Systems: Theory and Applications, 2018 Volume 9, Issue 4, Pages 597–627 (Mi ps325)

Hardware, software and distributed supercomputer systems

Experiments with sensor data storage performance

N. S. Zhivchikova, Yu. V. Shevchuk

Ailamazyan Program Systems Institute of Russian Academy of Sciences

Abstract: We consider the task of storing sensor data that arrive in small portions from a large number of sources. We suggest a general sensor data storing model with RAM buffering and experimentally evaluate its implementation based on Linux filesystems. We use blktrace tool to study the slowdown that occurs with larger number of sources, and discuss the ways to sustain performance. We give experimental data for write performance and write amplification in ext4 and f2fs filesystems. (In Russian).

Key words and phrases: sensor data storage, Linux, filesystem, write performance, write amplification, time series data, TSDB.

UDC: 004.62

Received: 03.11.2018
08.12.2018
Accepted: 30.12.2018

DOI: 10.25209/2079-3316-2018-9-4-597-627



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