Search with Probabilistic Guarantees in Unstructured Peer-to-Peer Networks
Ronaldo Alves Ferreira, Murali K. Ramanathan, Asad Awan, Ananth Y. Grama, Suresh Jagannathan · 2005
Search is a fundamental service in peer-to-peer (P2P) networks. However, despite numerous research efforts, efficient algorithms for guaranteed location of shared content in unstructured P2P networks are yet to be devised. In this paper, the authors presented a simple but highly effective protocol for object location that gives probabilistic guarantees of finding even rare objects independently of the network topology. The protocol relies on randomized techniques for replication of objects (or their references) and for query propagation. The authors proved analytically, and demonstrated experimentally, that this scheme provides high probabilistic guarantees of success, while incurring minimal overhead. The performance of this scheme was quantified in terms of network messages, probability of success, and response time. The robustness of this protocol was also evaluated in the presence of node failures (departures). Using simulation, it is shown that this scheme performs no worse than the best known access-frequency based protocols, without compromising access to rare objects.