Performance comparison between Hadoop and Spark frameworks using HiBench benchmarks

Author:

Samadi Yassir1ORCID,Zbakh Mostapha1,Tadonki Claude2

Affiliation:

1. National School of Computer Science and Systems Analysis; Mohammed V University; Rabat Morocco

2. MINES ParisTech / CRI; Paris France

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Theoretical Computer Science,Software

Reference33 articles.

1. Beyond the hype: Big Data concepts, methods, and analytics;Gandomi;Int J Inf Manag,2015

2. Dean AJ Ghemawat S MapReduce: simplified data processing on large clusters 2004 San Francisco, CA

3. Lu L Hai J Xuanhua S Fedak G Assessing MapReduce for internet computing: a comparison of Hadoop and BitDew-MapReduce Beijing, China 76 84

4. Zaharia M Chowdhury M Das T Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing UC Berkeley 2011

5. Zaharia M Chowdhury M Michael JF Shenker S Stoica I Spark: cluster computing with working sets Boston, MA 2010 10 10

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