Self-Organization in Peer-to-Peer Systems

Jonathan Ledlie, Jacob Taylor, Laura Serban, Margo Seltzer

Abstract

This paper addresses the problem of forming groups in peer-to-peer (P2P) systems and examines what dependability means in decentralized distributed systems. Much of the literature in this field assumes that the participants form a local picture of global state, yet little research has been done discussing how this state remains stable as nodes enter and leave the system. We assume that nodes remain in the system long enough to benefit from retaining state, but not sufficiently long that the dynamic nature of the problem can be ignored. We look at the components that describe a system's dependability and argue that next-generation decentralized systems must explicitly delineate the information dispersal mechanisms (e.g., probe, event-driven, broadcast), the capabilities assumed about constituent nodes (bandwidth, uptime, re-entry distributions), and distribution of information demands (needles in a haystack vs. hay in a haystack. We evaluate two systems based on these criteria: Chord and a heterogeneous-node hierarchical grouping scheme. The former gives a greater than 1 failed request rate under normal P2P conditions and a prototype of the latter a similar rate under more strenuous conditions with an order of magnitude more organizational messages. This analysis suggests several methods to greatly improve the prototype.
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