Title :
A game theoretic framework for bandwidth allocation and pricing in broadband networks
Author :
Yaïche, Haïkel ; Mazumdar, Ravi R. ; Rosenberg, Catherine
Author_Institution :
Dept. of Electr. Eng., Ecole Polytech. de Montreal, Que., Canada
fDate :
10/1/2000 12:00:00 AM
Abstract :
In this paper, we present a game theoretic framework for bandwidth allocation for elastic services in high-speed networks. The framework is based on the idea of the Nash bargaining solution from cooperative game theory, which not only provides the rate settings of users that are Pareto optimal from the point of view of the whole system, but are also consistent with the fairness axioms of game theory. We first consider the centralized problem and then show that this procedure can be decentralized so that greedy optimization by users yields the system optimal bandwidth allocations. We propose a distributed algorithm for implementing the optimal and fair bandwidth allocation and provide conditions for its convergence. The paper concludes with the pricing of elastic connections based on users´ bandwidth requirements and users´ budget. We show that the above bargaining framework can be used to characterize a rate allocation and a pricing policy which takes into account users´ budget in a fair way and such that the total network revenue is maximized
Keywords :
bandwidth allocation; broadband networks; convergence; costing; game theory; optimisation; Nash bargaining solution; Pareto optimal rate settings; bandwidth allocation; bandwidth requirements; broadband networks; budget; centralized problem; convergence; cooperative game theory; decentralization; distributed algorithm; elastic connections; elastic services; fairness; game theoretic framework; greedy optimization; high-speed networks; network revenue; pricing policy; rate allocation; rate settings; system optimal bandwidth allocations; Bandwidth; Broadband communication; Channel allocation; Convergence; Distributed algorithms; Game theory; High-speed networks; Intelligent networks; Pricing; Telecommunication traffic;
Journal_Title :
Networking, IEEE/ACM Transactions on