TY - GEN
T1 - Incentive framework using shapley value for BitTorrent-like systems
AU - Chen, Xiaowei
AU - Chu, Xiaowen
AU - Chang, Xiaolei
PY - 2009
Y1 - 2009
N2 - BitTorrent is the dominating protocol in nearly all regions. Various reputation models and incentive mechanisms are proposed in recent years. However, many of them are designed for general peer-to-peer networks, only a few are designed for BitTorrent even though some models and mechanisms assert that they can be applied to BitTorrent-like systems. In this paper, we propose an incentive framework based on reputation history instead of tit-for-tat in BitTorrent. It is derived from the coalition games concept of Shapley value that will encourage selfish peers who seek to maximize their own profits to converge to Nash equilibrium. We show that this profit sharing framework exhibits several fairness properties that support the argument that this distribution of profit is desirable. Moreover, we improve SepRep reputation model and tailor it to the needs of BitTorrent protocol. In particular, we utilize the tracker of BitTorrent to process global reputation and trust values assisting the local values maintained by each peer.
AB - BitTorrent is the dominating protocol in nearly all regions. Various reputation models and incentive mechanisms are proposed in recent years. However, many of them are designed for general peer-to-peer networks, only a few are designed for BitTorrent even though some models and mechanisms assert that they can be applied to BitTorrent-like systems. In this paper, we propose an incentive framework based on reputation history instead of tit-for-tat in BitTorrent. It is derived from the coalition games concept of Shapley value that will encourage selfish peers who seek to maximize their own profits to converge to Nash equilibrium. We show that this profit sharing framework exhibits several fairness properties that support the argument that this distribution of profit is desirable. Moreover, we improve SepRep reputation model and tailor it to the needs of BitTorrent protocol. In particular, we utilize the tracker of BitTorrent to process global reputation and trust values assisting the local values maintained by each peer.
KW - BitTorrent
KW - Incentive
KW - Peer-to-peer network
KW - Reputation
KW - Shapley value
UR - http://www.scopus.com/inward/record.url?scp=77949608222&partnerID=8YFLogxK
U2 - 10.1109/ICICS.2009.5397601
DO - 10.1109/ICICS.2009.5397601
M3 - Conference proceeding
AN - SCOPUS:77949608222
SN - 9781424446575
T3 - ICICS 2009 - Conference Proceedings of the 7th International Conference on Information, Communications and Signal Processing
BT - ICICS 2009 - Conference Proceedings of the 7th International Conference on Information, Communications and Signal Processing
T2 - 7th International Conference on Information, Communications and Signal Processing, ICICS 2009
Y2 - 8 December 2009 through 10 December 2009
ER -