EA2013/mapreduce

Présentation

• Titre : Big Data et MapReduce
• Auteur : Marion Dalle <Marion.Dalle@e.ujf-grenoble.fr>
• Enseignants : Georges-Pierre Bonneau, Didier Donsez (EA2013)
• Télécharger : File:MapReduce.pdf

Abstract

MapReduce is a programming model for Big Data. Users specify the computation in terms of a map and a reduce function. The computation is parallelize across large-scale clusters of machines. MapReduce has a fault detection and know handle its. This paradigm was popularize by Google.

Keywords

Big Data, data mining, programming model

Sources

• http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/fr//archive/mapreduce-osdi04.pdf
• http://fr.wikipedia.org/wiki/MapReduce
• http://hadoop.apache.org/
• http://highlyscalable.wordpress.com/2012/02/01/mapreduce-patterns/