Abstract
Partitioning a P2P network into distinct semantic clusters can efficiently increase the efficiency of searching and enhance scalability of the network. In this paper, two semantic-based self-organized algorithms aimed at taxonomy hierarchy semantic space are proposed, which can dynamically partition the network into distinct semantic clusters according to network load, with semantic relationship among data within a cluster and load balance among clusters all well maintained. The experiment indicates good performance and scalability of these two clustering algorithms.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Nejdl, W., Wolf, B., Qu, C., et al.: EDUTELLA: a P2P Networking Infrastructure based on RDF. In: Eleventh WWW Conference Proceedings, Hawaii, USA (May 2002)
Chen, L., Zsu, M.T., Oria, V.: Robust and Fast Similarity Search for Moving Object Trajectories. In: Proceedings of 24th ACM International Conference on Management of Data (SIGMOD 2005), Baltimore, MD, pp. 491–502 (June 2005)
KaZaA (May 2003), http://www.kazaa.com
Crespo, A., Garcia-Molina, H.: Semantic Overlay Networks for P2P Systems. Technical report, Stanford University (2002)
Loeser, A.: Taxonomy-based Overlay Networks for P2P Systems. In: Proceedings of The Second Workshop on Semantics in Peer-to-Peer and Grid Computing (2004)
Nejdl, W., Wolpers, M., Siberski, W., et al.: Super-Peer-based Routing and Clustering Strategies for RDF-based P2P Networks. In: Proceedings of WWW 2003 (2003)
Chen, L., Ng, R.: On the Marriage of Lp-Norm and Edit Distance. In: Proceedings of 30th International Conference on Very Large Data Base, Toronto, Canada, pp. 792–803 (August 2004)
Liu, Y., Liu, X., Xiao, L.: Location-Aware Topology Matching in P2P Systems. In: IEEE INFOCOM (2004)
Li, M., Lee, W.C., Sivasubramaniam, A.: Semantic Small World: An Overlay Network for Peer-to-Peer Search. In: Proceedings of the International Conference on Network Protocols (October 2004)
Wang, C., Xiao, L., Liu, Y.: Distributed Caching and Adaptive Search in Multilayer P2P Networks. In: Proceedings of ICDCS 2004 (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Qiao, B., Wang, G., Xie, K. (2006). A Self-organized Semantic Clustering Approach for Super-Peer Networks. In: Aberer, K., Peng, Z., Rundensteiner, E.A., Zhang, Y., Li, X. (eds) Web Information Systems – WISE 2006. WISE 2006. Lecture Notes in Computer Science, vol 4255. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11912873_46
Download citation
DOI: https://doi.org/10.1007/11912873_46
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-48105-8
Online ISBN: 978-3-540-48107-2
eBook Packages: Computer ScienceComputer Science (R0)