Handling Data Skew in MapReduce

Abstract

MapReduce systems have become popular for processing large data sets and are increasingly being used in e-science applications. In contrast to simple application scenarios like word count, e-science applications involve complex computations which pose new challenges to MapReduce systems. In particular, (a) the runtime complexity of the reducer task is… (More)

Topics

5 Figures and Tables

Statistics

0102020112012201320142015201620172018
Citations per Year

65 Citations

Semantic Scholar estimates that this publication has 65 citations based on the available data.

See our FAQ for additional information.

Cite this paper

@inproceedings{Gufler2011HandlingDS, title={Handling Data Skew in MapReduce}, author={Benjamin Gufler and Nikolaus Augsten and Angelika Reiser and Alfons Kemper}, booktitle={CLOSER}, year={2011} }