DocumentCode
2025380
Title
Content-Based Information Routing and Retrieval in Cluster-Based P2P Overlay Networks
Author
Kacimi, Mouna ; Yetongnon, K.
Author_Institution
Database & Inf. Sci., Max-Planck-Inst., Saarbrucken, Germany
fYear
2008
fDate
Nov. 30 2008-Dec. 3 2008
Firstpage
70
Lastpage
77
Abstract
Similarity searching is particularly important in distributed networks such as P2P systems, which use various routing schemes to submit queries to relevant peers. We investigate content-based information routing and retrieval using similarity search in clustered P2P overlay networks and focus on their maintenance cost models and performance issues. We present a query model for a cluster based P2P overlay network, called HON, where data and peers are organized in high dimensional feature spaces. We show through extensive simulations that HON has a low maintenance cost and is resilient to peers´ failures. In addition it achievesan efficient similarity search with a high success rate.
Keywords
information retrieval; peer-to-peer computing; cluster-based P2P overlay networks; content-based information retrieval; content-based information routing; distributed networks; similarity searching; Content based retrieval; Costs; Face recognition; Fingerprint recognition; Image databases; Image retrieval; Information retrieval; Multimedia databases; Routing; Search methods; Clustering; Content-based; Information retrieval; Information routing; P2P network;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Image Technology and Internet Based Systems, 2008. SITIS '08. IEEE International Conference on
Conference_Location
Bali
Print_ISBN
978-0-7695-3493-0
Type
conf
DOI
10.1109/SITIS.2008.105
Filename
4725789
Link To Document