Shuffles and Circuits: (On Lower Bounds for Modern Parallel Computation)

The goal of this paper is to identify fundamental limitations on how efficiently algorithms implemented on platforms such as MapReduce and Hadoop can compute the central problems in the motivating application domains, such as graph connectivity problems. We introduce an abstract model of massively parallel computation, where essentially the only… CONTINUE READING

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