Leveraging resource management for efficient performance of Apache Spark-Reference-Cited by-同舟云学术

Leveraging resource management for efficient performance of Apache Spark

Published:2019-08-23 Issue:1 Volume:6 Page:
ISSN:2196-1115
Container-title:Journal of Big Data
language:en
Short-container-title:J Big Data

Author:

Aziz Khadija^ORCID,Zaidouni Dounia,Bellafkih Mostafa

Publisher

Springer Science and Business Media LLC

Subject

Information Systems and Management,Computer Networks and Communications,Hardware and Architecture,Information Systems

Link

http://link.springer.com/content/pdf/10.1186/s40537-019-0240-1.pdf

Reference43 articles.

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2. Aziz K, Zaidouni D, Bellafkih M. Big data optimisation among RDDs persistence in apache spark. In: International conference on Big Data, cloud and applications, 2018. 2018; Berlin: Springer; p. 29–40.

3. Aziz K, Zaidouni D, Bellafkih M. Big data processing using machine learning algorithms: Mllib and mahout use case. In: Proceedings of the 12th international conference on intelligent systems: theories and applications, 2018. 2018; New York: ACM; p. 25.

4. Zaharia M, Xin RS, Wendell P, Das T, Armbrust M, Dave A, Meng X, Rosen J, Venkataraman S, Franklin MJ, et al. Apache spark: a unified engine for big data processing. Commun ACM. 2016;59(11):56–65.

5. Apache Spark. http://spark.apache.org . Accessed 20 Feb 2019.

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