Exploring Computation Locality of Graph Mining Algorithms on MapReduce

Abstract

Previous implementations of graph mining algorithms on MapReduce ignore the characteristic of locality in distributed systems. For distributed systems, locality means the operations take place in local computing nodes without the communication with remote computing nodes. In this paper we present LI-MR (Local Iteration MapReduce) framework to improve a… (More)
DOI: 10.1109/WI-IAT.2013.7

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