Inproceedings,

ProFID: Practical Frequent Item Set Discovery in Peer-to-Peer Networks

, and .
Proceedings of the 25th International Symposium on Computer and Information Sciences, page 199-202. Springer Netherlands, (2011)
DOI: 10.1007/978-90-481-9794-1_40

Abstract

This study addresses the problem of discovering frequent items in unstructured P2P networks. We propose a fully distributed Protocol for Frequent Item set Discovery (ProFID) where the result is produced at every peer. We also propose a practical rule for convergence of the algorithm. Finally, we evaluate the efficiency of our approach through an extensive simulation study on PeerSim.

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