Title :
Uncoordinated Peer Selection in P2P Backup and Storage Applications
Author :
Toka, Laszlo ; Michiardi, Pietro
Abstract :
In this work we tackle the problem of online backup and storage with a peer-to-peer approach. We propose a novel system architecture involving the users\´ devices that confederate by pooling their resources and offer an alternative to capital-intensive data-centers. In contrast to current peer-to-peer architectures that build upon distributed hash-tables, we investigate whether an uncoordinated approach to data placement would prove effective in providing embedded incentives for users to offer local resources to the system. By modeling peers as selfish entities striving for minimizing their cost in participating to the system, we analyze equilibrium topologies that materialize from the process of peer selection, whereby peers establish bi-lateral links that involve storing data in a symmetric way. System stratification, colluding peers with similar contribution efforts, is an essential outcome of the peer selection process: peers are lured to improve the "quality" of local resources they provide to reach lower operational costs. Our results are corroborated by both a game-theoretic analysis and a numerical evaluation of several system configurations.
Keywords :
game theory; peer-to-peer computing; resource allocation; storage management; P2P backup; cost minimisation; data placement; distributed hash-table; embedded incentive; game theoretic analysis; storage application; system architecture; system resource; system stratification; uncoordinated peer selection; Costs; Design optimization; Monitoring; Peer to peer computing; Service oriented architecture; Topology; US Department of Transportation; User-generated content; Web and internet services; Web server;
Conference_Titel :
INFOCOM Workshops 2009, IEEE
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-3968-3
DOI :
10.1109/INFCOMW.2009.5072202