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Brief announcement: efficient graph algorithms without synchronization

Published:25 July 2010Publication History

ABSTRACT

We give a graph decomposition technique that creates entirely independent subproblems for graph problems such as coloring and dominating sets that can be solved without synchronization on a distributed memory system. For coloring, evaluation shows a performance gain of a factor 3 to 5 at the price of using more colors.

References

  1. D. Bozdag, A. H. Gebremedhin, F. Manne, E. G. Boman, and Ü. V. Çatalyürek. A framework for scalable greedy coloring on distributed-memory parallel computers. J. Parallel Distrib. Comp., 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. G. Karypis and V. Kumar. Multilevel k-way partitioning scheme for irregular graphs. J. Parallel Distrib. Comp., 48(1), 1998. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. F. Kuhn and R. Wattenhofer. Constant-Time Distributed Dominating Set Approximation. In J. Distrib. Comp., 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. J. Schneider and R. Wattenhofer. A New Technique For Distributed Symmetry Breaking. In Symp. on Principles of Distributed Computing, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  1. Brief announcement: efficient graph algorithms without synchronization

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