Distributed computing algorithm with high performance for big data

Randriamampiandry Rudy; Rakotomanana René; Randimbindrainibe Falimanana

Distributed computing algorithm with high performance for big data

April 2023

Vol-9, Issue-2

Paper ID: 19759

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Data science

Keywords

MapReduce distributed algorithm distributed applications big data

Abstract

Many fields of science are now facing a deluge of data. One of the proposed approaches to enable the processing of such volumes is the MapReduce programming paradigm introduced by Google. This very simple execution scheme consists of two phases, map and reduce between which takes place a phase of massive data exchange between the machines executing the application. In this article, we propose a linear system defining a partitioning of the data to be processed and a dynamic transfer scheduling algorithm in order to optimize this intermediate phase.

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Author Information

#	Name	Institute / Affiliation
1	Randriamampiandry Rudy	ECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L’INGENIERIE ET DE L’INNOVATION
2	Rakotomanana René	ECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L’INGENIERIE ET DE L’INNOVATION
3	Randimbindrainibe Falimanana	ECOLE DOCTORALE EN SCIENCES ET TECHNIQUES DE L’INGENIERIE ET DE L’INNOVATION

How to Cite

Use the following formats to cite this article in your research.

APA Style

Rudy, Randriamampiandry, René, Rakotomanana, & Falimanana, Randimbindrainibe (2023). Distributed computing algorithm with high performance for big data. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 2253-2257.

MLA Style

Rudy, Randriamampiandry, et al. "Distributed computing algorithm with high performance for big data." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 2253-2257.

IEEE Style

Randriamampiandry Rudy, Rakotomanana René, and Randimbindrainibe Falimanana, "Distributed computing algorithm with high performance for big data," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 2253-2257, 2023.

Vancouver Style

Rudy Randriamampiandry, René Rakotomanana, Falimanana Randimbindrainibe. Distributed computing algorithm with high performance for big data. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):2253-2257.

Harvard Style

Rudy, Randriamampiandry, René, Rakotomanana, & Falimanana, Randimbindrainibe (2023) 'Distributed computing algorithm with high performance for big data', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 2253-2257.

Chicago Style

Rudy, Randriamampiandry, Rakotomanana René, and Randimbindrainibe Falimanana. "Distributed computing algorithm with high performance for big data." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 2253-2257.

Turabian Style

Rudy, Randriamampiandry, Rakotomanana René, and Randimbindrainibe Falimanana. "Distributed computing algorithm with high performance for big data." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 2253-2257.