MapReduce is a programming model and an associated
implementation for processing and generating large
data sets. Users specify a map function that processes a
key/value pair to generate a set of intermediate key/value
pairs, and a reduce function that merges all intermediate
values associated with the same intermediate key. Many
real world tasks are expressible in this model, as shown
in the paper.
%0 Journal Article
%1 dean2004mapreduce
%A Dean, Jeffrey
%A Ghemawat, Sanjay
%D 2004
%J OSDI
%K cluster data large map processing reduce
%P 13
%T MapReduce: Simplified Data Processing on Large Clusters
%U http://static.googleusercontent.com/external_content/untrusted_dlcp/labs.google.com/de//papers/mapreduce-osdi04.pdf
%X MapReduce is a programming model and an associated
implementation for processing and generating large
data sets. Users specify a map function that processes a
key/value pair to generate a set of intermediate key/value
pairs, and a reduce function that merges all intermediate
values associated with the same intermediate key. Many
real world tasks are expressible in this model, as shown
in the paper.
@article{dean2004mapreduce,
abstract = {MapReduce is a programming model and an associated
implementation for processing and generating large
data sets. Users specify a map function that processes a
key/value pair to generate a set of intermediate key/value
pairs, and a reduce function that merges all intermediate
values associated with the same intermediate key. Many
real world tasks are expressible in this model, as shown
in the paper.},
added-at = {2011-11-13T21:07:46.000+0100},
author = {Dean, Jeffrey and Ghemawat, Sanjay},
biburl = {https://www.bibsonomy.org/bibtex/27ca7a65216c864f0ad0d9c2a69ed165b/nosebrain},
interhash = {c853fc61c156362ffecdf9302fe7c33f},
intrahash = {7ca7a65216c864f0ad0d9c2a69ed165b},
journal = {OSDI},
keywords = {cluster data large map processing reduce},
pages = 13,
timestamp = {2011-12-05T14:44:04.000+0100},
title = {MapReduce: Simplified Data Processing on Large Clusters},
url = {http://static.googleusercontent.com/external_content/untrusted_dlcp/labs.google.com/de//papers/mapreduce-osdi04.pdf},
year = 2004
}