MPT: Suite Tools to Support Performance Tuning in NoSQL Systems

M. El Malki, H. Ben Hamadou, N. El Malki, A. Kopliku

2018

Abstract

NoSQL databases are considered as a serious alternative for processing data whose volume reaches limits that are difficult to manage by relational DBMS. So far, they are praised for the capability to scale, replication and their capability to deal with new flexible data models. Most of these systems are compared to read/write throughput and their ability to scale. However, there is a need to get more in depth to monitor more precise metrics related to RAM, CPU and disk usage. In this paper, we propose a benchmark suite tools that enables data generation, monitoring and comparison. It supports several NoSQL systems including: column-oriented, document-oriented as well as multistores. We present some experimental results that show its utility.

Paper Citation

in Harvard Style

El Malki M., Ben Hamadou H., El Malki N. and Kopliku A. (2018). MPT: Suite Tools to Support Performance Tuning in NoSQL Systems.In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-298-1, pages 127-134. DOI: 10.5220/0006687601270134

in Bibtex Style

@conference{iceis18,
author={M. El Malki and H. Ben Hamadou and N. El Malki and A. Kopliku},
title={MPT: Suite Tools to Support Performance Tuning in NoSQL Systems},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2018},
pages={127-134},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006687601270134},
isbn={978-989-758-298-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - MPT: Suite Tools to Support Performance Tuning in NoSQL Systems
SN - 978-989-758-298-1
AU - El Malki M.
AU - Ben Hamadou H.
AU - El Malki N.
AU - Kopliku A.
PY - 2018
SP - 127
EP - 134
DO - 10.5220/0006687601270134