An Efficient Parallel Minimum Spanning Tree Algorithm on Message Passing Parallel Machine
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    Abstract:

    An efficient parallel minimum spanning tree is proposed based on the classical Borüvka's algorithm on message passing parallel machine. Three methods were used to improve its efficiency, including two-phase union and packaged contraction for reducing communication costs, and the balanced data distribution for computation balance in each processor. The computation and communication costs of the algorithm are O(n2/p) and O((tsp+twn)n/p). On Dawning-1000 parallel machine, it gets a speedup of 12 on 16 processors with a sparse graph of 10 000 vertices.

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王光荣,顾乃杰.在消息传递并行机上的高效的最小生成树算法.软件学报,2000,11(7):889-898

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History
  • Received:January 21,1999
  • Revised:July 20,1999
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