loading
Documents

Research.Publish.Connect.

Paper

Authors: Lucas B. Dias 1 ; Maristela Holanda 2 ; Ruben C. Huacarpuma 2 and Rafael T. de Sousa Jr 2

Affiliations: 1 Applied Economics Research Institute (Ipea) and University of Brasília, Brazil ; 2 University of Brasília, Brazil

ISBN: 978-989-758-296-7

Keyword(s): Database, NoSQL, Internet of Things Data Management, Performance Tuning, Compaction Strategy.

Abstract: Data provided by Internet of Things (IoT) are time series and have some specific characteristics that must be considered with regard to storage and management. IoT data is very likely to be stored in NoSQL system databases where there are some particular engine and compaction strategies to manage time series data. In this article, two of these strategies found in the open source Cassandra database system are described, analyzed and compared. The configuration of these strategies is not trivial and may be very time consuming. To provide indicators, the strategy with the best time performance had its main parameter tested along 14 different values and results are shown, related to both response time and storage space needed. The results may help users to configure their IoT NoSQL databases in an efficient setup, may help designers to improve database compaction strategies or encourage the community to set new default values for the compaction strategies.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.84.139.101

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Dias, L.; Holanda, M.; Huacarpuma, R. and de Sousa Jr, R. (2018). NoSQL Database Performance Tuning for IoT Data - Cassandra Case Study.In Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, ISBN 978-989-758-296-7, pages 277-284. DOI: 10.5220/0006782702770284

@conference{iotbds18,
author={Lucas B. Dias. and Maristela Holanda. and Ruben C. Huacarpuma. and Rafael T. de Sousa Jr.},
title={NoSQL Database Performance Tuning for IoT Data - Cassandra Case Study},
booktitle={Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,},
year={2018},
pages={277-284},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006782702770284},
isbn={978-989-758-296-7},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,
TI - NoSQL Database Performance Tuning for IoT Data - Cassandra Case Study
SN - 978-989-758-296-7
AU - Dias, L.
AU - Holanda, M.
AU - Huacarpuma, R.
AU - de Sousa Jr, R.
PY - 2018
SP - 277
EP - 284
DO - 10.5220/0006782702770284

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.