• 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