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pro vyhledávání: '"Harunobu Daikoku"'
Publikováno v:
IEEE BigData
This paper proposes and examines the three in-memory shuffling methods designed to address problems in MapReduce shuffling caused by skewed data. Coupled Shuffle Architecture (CSA) employs a single pairwise all-to-all exchange to shuffle both blocks,
Publikováno v:
BeyondMR@SIGMOD
MapReduce is commonly used as a way of big data analysis in many fields. Shuffling, the inter-node data exchange phase of MapReduce, has been reported as the major bottleneck of the framework. Acceleration of shuffling has been studied in literature,