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MPT: Suite tools to support performance tuning in noSQL systems

El Malki, Mohammed and Ben Hamadou, Hamdi and El Malki, Nabil and Kopliku, Arlind MPT: Suite tools to support performance tuning in noSQL systems. (2018) In: 20th International Conference on Enterprise Information Systems (ICEIS 2018), 21 March 2018 - 24 March 2018 (Funchal, Madeira, Portugal).

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Official URL: https://doi.org/10.5220/0006687601270134

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.

Item Type:Conference or Workshop Item (Paper)
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited On:05 Mar 2020 15:29

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