Abstract
A Peer-to-Peer(P2P) network is the most popular technology in file sharing today. With the advent of various commercial and non-commercial applications like KaZaA, Gnutella, a P2P network has exercised its growth and popularity to the maximum. Every node (peer) in a P2P network acts as both a client and a server for other peers. A search in P2P network is performed as a query relayed between peers until the peer that contains the searched data is found. Huge data size, complex management requirements, dynamic network conditions and distributed systems are some of the difficult challenges a P2P system faces while performing a search. Moreover, a blind and uninformed search leads to performance degradation and wastage of resources. To address these weaknesses, techniques like Distributed Hash Table (DHT) has been proposed to place a tight constraint on the node placement. However, it does not considers semantic significance of the data. We propose a new peer to peer search protocol that identities locality in a P2P network to mitigate the complexity in data searching. Locality is a logical semantic categorization of a group of peers sharing common data. With the help of locality information, our search model offers more informed and intelligent search for different queries. To evaluate the effectiveness of our model we propose a new P2P search protocol - LocalChord. LocalChord relies on Chord and demonstrates potential of our proposed locality scheme by re-modelling Chord as a Chord of sub-chords.
Library of Congress Subject Headings
Peer-to-peer architecture (Computer networks); Search engines--Design
Publication Date
2006
Document Type
Thesis
Department, Program, or Center
Computer Science (GCCIS)
Advisor
Kwon, James Minseok - Chair
Advisor/Committee Member
Bischof, Hans-Peter
Recommended Citation
Sharan, Ajitabh, "Exploiting semantic locality to improve peer-to-peer search mechanisms" (2006). Thesis. Rochester Institute of Technology. Accessed from
https://repository.rit.edu/theses/464
Campus
RIT – Main Campus
Comments
Note: imported from RIT’s Digital Media Library running on DSpace to RIT Scholar Works. Physical copy available through RIT's The Wallace Library at: TK5105.525 .S42 2006