DocumentCode
3178358
Title
Efficiency loss in a resource allocation game: A single link in elastic supply
Author
Johari, Ramesh ; Mannor, Shie ; Tsitsiklis, John N.
Author_Institution
Dept. of Manage. Sci. & Eng., Stanford Univ., CA, USA
Volume
5
fYear
2004
fDate
14-17 Dec. 2004
Firstpage
4679
Abstract
We consider a resource allocation problem where individual users wish to send data across a single link to maximize their utility, and a cost is incurred dependent on the total flow sent on the link. It has been shown that as long as users do not anticipate the effect of their actions on prices, a simple proportional pricing mechanism can maximize the sum of users´ utilities minus the cost (called social welfare). Continuing previous efforts to quantify the effects of selfish behavior in network pricing mechanisms, our research considers the possibility that users may anticipate the effect of their actions on the link price. Under the simple assumption that the link´s marginal cost function is convex, we establish existence of a Nash equilibrium, and show that the system utility is no worse than a factor of 4√2-5 times the optimal system utility; thus, the efficiency loss when users are selfish is no more than approximately 34%.
Keywords
Internet; game theory; pricing; resource allocation; Nash equilibrium; efficiency loss; elastic supply; network pricing mechanisms; proportional pricing mechanism; resource allocation game; selfish behavior; single link; system utility; total flow; Computer science; Cost function; Data engineering; Data flow computing; Engineering management; IP networks; Nash equilibrium; Pricing; Resource management; Telecommunication traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2004. CDC. 43rd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-8682-5
Type
conf
DOI
10.1109/CDC.2004.1429527
Filename
1429527
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