A Hierarchical Approach to Irregular Problems (Research Note)

  • Authors:
  • Fabrizio Baiardi;Primo Becuzzi;Sarah Chiti;Paolo Mori;Laura Ricci

  • Affiliations:
  • -;-;-;-;-

  • Venue:
  • Euro-Par '00 Proceedings from the 6th International Euro-Par Conference on Parallel Processing
  • Year:
  • 2000

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Abstract

Irregular problems require the computation of some properties for a set of elements irregularly distributed in a domain in a dynamic way. Most irregular problems satisfy a locality property because the properties of an element e depend upon the elements "close" to e. We propose a methodology to develop a highly parallel solution based on load balancing strategies that respects locality, i.e. e and most of the elements close to e are mapped onto the same processing node. We present the experimental results of the application of the methodology to the n-boby problem and to the adaptive multigrid method.