BSP vs MapReduce

Details BSP vs MapReduce BSP vs MapReduce

2012-03-09

arxiv.org/abs/1203.2081v1

Computer Science

Distributed, Parallel, and Cluster Computing

13 pages, to appear at ICCS 2012

Scientific paper

The MapReduce framework has been generating a lot of interest in a wide range of areas. It has been widely adopted in industry and has been used to solve a number of non-trivial problems in academia. Putting MapReduce on strong theoretical foundations is crucial in understanding its capabilities. This work links MapReduce to the BSP model of computation, underlining the relevance of BSP to modern parallel algorithm design and defining a subclass of BSP algorithms that can be efficiently implemented in MapReduce.

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