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[PDF]Accumulative Computation on MapReduce

[日期:2014-03-17] 来源:google学术  作者:Yu Liu Kento Emoto [字体: ]

Accumulative Computation on MapReduce

Yu Liu  Kento Emoto  Kiminori Matsuzaki  Zhenjiang Hu

In this paper we propose a new approach of using the programming pattern accumulate over MapReduce, to handle a large class of problems that cannot be simply divided into independent sub-computations. Using this accumulate pattern, many problems that have computational dependency can be easily expressed, and then the programs will be transformed to MapReduce programs executed on large clusters. Users without much knowledge of MapReduce can also easily write programs in a sequential manner but finally obtain efficient and scalable MapReduce programs.


Accumulative Computation on MapReduce

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