Title :
Cooperative load balancing for a network of heterogeneous computers
Author :
Penmatsa, Satish ; Chronopoulos, Anthony T.
Author_Institution :
Dept. of Comput. Sci., Univ. of Texas at San Antonio, TX, USA
Abstract :
In this paper, we present a game theoretic approach to solve the static load balancing problem in a distributed system which consists of heterogeneous computers connected by a single channel communication network. We use a cooperative game to model the load balancing problem. Our solution is based on the Nash bargaining solution (NBS) which provides a Pareto optimal solution for the distributed system and is also a fair solution. An algorithm for computing the NBS is derived for the proposed cooperative load balancing game. Our scheme is compared with that of other existing schemes under simulations with various system loads and configurations. We show that the solution of our scheme is near optimal and is superior to the other schemes in terms of fairness.
Keywords :
Pareto optimisation; distributed processing; game theory; resource allocation; Nash bargaining solution; Pareto optimal solution; cooperative load balancing; distributed system; game theory; heterogeneous computer; single channel communication network; static load balancing problem; Communication networks; Computational modeling; Computer networks; Computer science; Delay; Distributed computing; Game theory; Load management; Load modeling; NIST;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2006. IPDPS 2006. 20th International
Print_ISBN :
1-4244-0054-6
DOI :
10.1109/IPDPS.2006.1639393