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Efficient Parallel and External Matching

19 February 2013
M. Birn
Vitaly Osipov
Peter Sanders
Christian Schulz
Nodari Sitchinava
ArXiv (abs)PDFHTML
Abstract

We show that a simple algorithm for computing a matching on a graph runs in a logarithmic number of phases incurring work linear in the input size. The algorithm can be adapted to provide efficient algorithms in several models of computation, such as PRAM, External Memory, MapReduce and distributed memory models. Our CREW PRAM algorithm is the first O(log^2 n) time, linear work algorithm. Our experimental results indicate the algorithm's high speed and efficiency combined with good solution quality.

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