Utility maximization in peer-to-peer systems
Refereed conference paper presented and published in conference proceedings


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AbstractIn this paper, we study the problem of utility maximization in P2P systems, in which aggregate application-specific utilities are maximized by running distributed algorithms on P2P nodes, which are constrained by their uplink capacities. This may be understood as extending Kelly's seminal framework from single-path unicast over general topology to multi-path multicast over P2P topology, with network coding allowed. For certain classes of popular P2P topologies, we show that routing along a linear number of trees per source can achieve the largest rate region that can be possibly obtained by (multi-source) network coding. This simplification result allows us to develop a new multi-tree routing formulation for the problem. Despite of the negative results in literature on applying Primal-dual algorithms to maximize utility under multi-path settings, we have been able to develop a Primal-dual distributed algorithm to maximize the aggregate utility under the multi-path routing environments. Utilizing our proposed sufficient condition, we show global exponential convergence of the Primal-dual algorithm to the optimal solution under different P2P communication scenarios we study. The algorithm can be implemented by utilizing only end-to-end delay measurements between P2P nodes; hence, it can be readily deployed on today's Internet. To support this claim, we have implemented the Primal-dual algorithm for use in a peer-assisted multi-party conferencing system and evaluated its performance through actual experiments on a LAN testbed and the Internet. Copyright 2008 ACM.
All Author(s) ListChen M., Ponec M., Sengupta S., Li J., Chou P.A.
Name of Conference2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS'08
Start Date of Conference02/06/2008
End Date of Conference06/06/2008
Place of ConferenceAnnapolis, MD
Country/Region of ConferenceUnited States of America
Year2008
Month12
Day12
Volume Number36
Issue Number1 SPECIAL ISSUE
Pages169 - 180
ISBN9781605580050
LanguagesEnglish-United Kingdom

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