Data redistribution algorithms for homogeneous and heterogeneous processor rings

  • Authors:
  • Hélène Renard;Yves Robert;Frédéric Vivien

  • Affiliations:
  • LIP, UMR CNRS-INRIA-UCBL, ENS Lyon, France;LIP, UMR CNRS-INRIA-UCBL, ENS Lyon, France;LIP, UMR CNRS-INRIA-UCBL, ENS Lyon, France

  • Venue:
  • HiPC'04 Proceedings of the 11th international conference on High Performance Computing
  • Year:
  • 2004

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Abstract

We consider the problem of redistributing data on homogeneous and heterogeneous processor rings The problem arises in several applications, each time after a load-balancing mechanism is invoked (but we do not discuss the load-balancing mechanism itself) We provide algorithms that aim at optimizing the data redistribution, both for uni-directional and bi-directional rings One major contribution of the paper is that we are able to prove the optimality of the proposed algorithms in all cases except that of a bi-directional heterogeneous ring, for which the problem remains open.