Optimal static load balancing in distributed computer systems
Journal of the ACM (JACM)
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Journal of the ACM (JACM)
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Computers and Operations Research
Optimal load balancing in distributed computer systems
Optimal load balancing in distributed computer systems
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Journal of Parallel and Distributed Computing
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In this paper, we present a game theoretic framework for obtaining a user-optimal load balancing scheme in heterogeneous distributed systems. We formulate the static load balancing problem in heterogeneous distributed systems as a noncooperative game among users. For the proposed noncooperative load balancing game, we present the structure of the Nash equilibrium. Based on this structure we derive a new distributed load balancing algorithm. Finally, the performance of our noncooperative load balancing scheme is compared with that of other existing schemes. The main advantages of our load balancing scheme are the distributed structure, low complexity and optimality of allocation for each user.