Title :
The "Value" of Reputation in Peer-to-Peer Networks
Author_Institution :
Trento Univ., Trento
Abstract :
Peer-to-peer networks need to have self-organization properties because of the lack of a centralized authority. This implies that nodes should self-manage and cooperate to sustain the availability of the resources in the system. In this context reputation management schemes have been proven in the past to be a useful tool to foster cooperation. In this paper we discuss the importance for a node to build and use its reputation value. We propose a game-theoretical framework, based on the generalized form of the Iterated prisoner´s dilemma, to model the interactions of rational and selfish nodes in distributed systems. We study how a node takes into account the change of its reputation when deciding its behaviour in a transaction and discuss the Nash equilibrium in the system. Then, we also simulate nodes´ interactions under different strategies to analyze how cooperation and reputation evolve in the system.
Keywords :
computer network management; game theory; peer-to-peer computing; Nash equilibrium; distributed system; game-theoretical framework; iterated prisoner´s dilemma; peer-to-peer networks; reputation management scheme; reputation value; self-organization properties; Analytical models; Availability; Collaboration; Communications technology; Context; Economic forecasting; Evolution (biology); Nash equilibrium; Peer to peer computing; Scalability;
Conference_Titel :
Consumer Communications and Networking Conference, 2008. CCNC 2008. 5th IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1456-7
Electronic_ISBN :
978-1-4244-1457-4
DOI :
10.1109/ccnc08.2007.120