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Randomized Protocols for Duplicate Elimination in Peer-to-Peer Storage Systems.

Authors :
Ferreira, Ronaldo A.
Ramanathan, Murali K.
Grama, Ananth
Jagannathan, Suresh
Source :
IEEE Transactions on Parallel & Distributed Systems. May2007, Vol. 18 Issue 5, p686-696. 11p. 4 Black and White Photographs, 1 Chart, 7 Graphs.
Publication Year :
2007

Abstract

Distributed peer-to-peer systems rely on voluntary participation of peers to effectively manage a storage pool. In such systems, data is generally replicated for performance and availability. If the storage associated with replication is not monitored and provisioned, the underlying benefits may not be realized. Resource constraints, performance scalability, and availability present diverse considerations. Availability and performance scalability, in terms of response time, are improved by aggressive replication, whereas resource constraints limit total storage in the network. Identification and elimination of redundant data pose fundamental problems for such systems. In this paper, we present a novel and efficient solution that addresses availability and scalability with respect to management of redundant data. Specifically, we address the problem of duplicate elimination in the context of systems connected over an unstructured peer-to-peer network in which there is no a priori binding between an object and its location. We propose two randomized protocols to solve this problem in a scalable and decentralized fashion that does not compromise the availability requirements of the application. Performance results using both large-scale simulations and a prototype built on PlanetLab demonstrate that our protocols provide high probabilistic guarantees while incurring minimal administrative overheads. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10459219
Volume :
18
Issue :
5
Database :
Academic Search Index
Journal :
IEEE Transactions on Parallel & Distributed Systems
Publication Type :
Academic Journal
Accession number :
24976246
Full Text :
https://doi.org/10.1109/TPDS.2007.351710