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

Leland Hovey, Dmitri E. Volper, Jae C. Oh

Research output: Contribution to conferencePaper

1 Scopus citations

Abstract

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.

Original languageEnglish (US)
Pages528-535
Number of pages8
DOIs
StatePublished - Jan 1 2003
Event2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australia
Duration: Dec 8 2003Dec 12 2003

Other

Other2003 Congress on Evolutionary Computation, CEC 2003
CountryAustralia
CityCanberra, ACT
Period12/8/0312/12/03

ASJC Scopus subject areas

  • Computational Mathematics

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    Hovey, L., Volper, D. E., & Oh, J. C. (2003). Evolution of optimal compute server clusters for dynamic load-balancing systems. 528-535. Paper presented at 2003 Congress on Evolutionary Computation, CEC 2003, Canberra, ACT, Australia. https://doi.org/10.1109/CEC.2003.1299621