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Evolution of optimal compute server clusters for dynamic load-balancing systems

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3 Author(s)
Hovey, L. ; Dept. of Electr. Eng. & Comput. Sci., Syracuse Univ., NY, USA ; Volper, D.E. ; Oh, J.C.

The paper studies emergence of coalitions for optimal load-balancing among compute nodes in large distributed systems. A compute node in our model is a rational agent that tries to minimize the difference between its load and the average load of other nodes in the vicinity. By limiting communication within the clusters, the cost of communication necessary for dynamic load-balancing is dramatically decreased.

Published in:

Evolutionary Computation, 2003. CEC '03. The 2003 Congress on  (Volume:1 )

Date of Conference:

8-12 Dec. 2003