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A Grid-Enabled Distributed Branch-and-Bound Algorithm with

Lucia Drummond (lucia***at***ic.uff.br)
Eduardo Uchoa (uchoa***at***producao.uff.br)
José Viterbo (viterbo***at***ic.uff.br)
Clicia Castro (clicia***at***ime.uerj.br)

Abstract: This work introduces a distributed branch-and-bound algorithm to be run on computational Grids. Grids are often organized in a hierarchical fashion: clusters of processors connected via high-speed links, while the clusters themselves are geographically distant and connected through slower links. Our algorithm does not employ the usual master-worker paradigm and it considers the hierarchical structure of Grids in its load balance and fault tolerance procedures. This algorithm was applied over an existing code for the Steiner Problem in graphs. Experiments on real Grid conditions have demonstrated its efficiency and scalability.

Keywords: Branch-and-bound, distributed algorithms, load balance

Category 1: Optimization Software and Modeling Systems (Parallel Algorithms )

Citation: A Grid-Enabled Distributed Branch-and-Bound Algorithm with L. M. A. Drummond, E. Uchoa, A. Gonçalves, J. Silva, M. Santos and M. C. S. Castro Parallel Computing, to appear.


Entry Submitted: 10/13/2003
Entry Accepted: 10/13/2003
Entry Last Modified: 09/05/2005

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