Presentation 2009-07-16
Clustering for Distributed Caching in P2P File Sharing Application
Takahito NAKAGAWA, Taiki ISOGAI, Takuya ASAKA, Tatsuro TAKAHASHI,
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Abstract(in English) In recent years, peer-to-peer (P2P) systems are becoming more popular as the size of contents becomes larger than before. The number of requests follows the power-law distribution, which means very popular contents are requested frequently. In this unstructured P2P network, cache algorithm like Least Recently Used (LRU) leads to a large amount of duplicated very popular contents in the neighboring peers. This causes a problem, deletion of rarely requested contents. This paper proposes an efficient cache replacement policy using clustering. Proposed method classifies peers and contents by the clustering ID. Peers replace cached contents to the contents bearing the same ID with their clusterig ID. Simulation results show that the policy distributes the different contents among neighboring peers and improves the hit rate.
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Keyword(in English) unstructured-P2P / popularity / clustering / cache
Paper # NS2009-44
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Committee NS
Conference Date 2009/7/9(1days)
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Registration To Network Systems(NS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Clustering for Distributed Caching in P2P File Sharing Application
Sub Title (in English)
Keyword(1) unstructured-P2P
Keyword(2) popularity
Keyword(3) clustering
Keyword(4) cache
1st Author's Name Takahito NAKAGAWA
1st Author's Affiliation Graduate School of Informatics, Kyoto University()
2nd Author's Name Taiki ISOGAI
2nd Author's Affiliation Graduate School of Informatics, Kyoto University
3rd Author's Name Takuya ASAKA
3rd Author's Affiliation Graduate School of Informatics, Kyoto University
4th Author's Name Tatsuro TAKAHASHI
4th Author's Affiliation Graduate School of Informatics, Kyoto University
Date 2009-07-16
Paper # NS2009-44
Volume (vol) vol.109
Number (no) 129
Page pp.pp.-
#Pages 6
Date of Issue