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Small world peer networks in distributed web search

Published: 19 May 2004 Publication History

Abstract

In ongoing research, a collaborative peer network application is being proposed to address the scalability limitations of centralized search engines. Here we introduce a local adaptive routing algorithm used to dynamically change the topology of the peer network based on a simple learning scheme driven by query response interactions among neighbors. We test the algorithm via simulations with 70 model users based on actual Web crawls. We find that the network topology rapidly converges from a random network to a small world network, with emerging clusters that match the user communities with shared interests.

References

[1]
M. Bawa et al. Make it fresh, make it quick --- searching a network of personal webservers. Proc. 12th WWW, 2003.
[2]
S. Joseph. Neurogrid: Semantically routing queries in Peer-to-Peer networks. Proc. Intl. Work. P2P Computing, 2002.
[3]
G. Pant, S. Bradshaw, and F. Menczer. Search engine - crawler symbiosis. Proc. 7th ECDL, 2003.
[4]
J. Pujol, R. Sangüesa, and J. Bermúdez. Porqpine: A distributed and collaborative search engine. Proc. 12th WWW, 2003.
[5]
P. Srinivasan, G. Pant, and F. Menczer. A general evaluation framework for topical crawlers. Information Retrieval, Forthcoming.
[6]
D. Watts and S. Strogatz. Collective dynamics of "small-world" networks. Nature, 393:440--442, 1998.

Cited By

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  • (2017)Hierarchical Small World Overlay for Efficient Forwarding in Volunteer Clouds2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA)10.1109/AINA.2017.160(236-243)Online publication date: Mar-2017
  • (2014)The 6-hop peer-to-peer system2014 IEEE International Conference on Progress in Informatics and Computing10.1109/PIC.2014.6972369(419-423)Online publication date: May-2014
  • (2008)Autonomy and Cooperation as Factors of Dependability in Wireless Sensor NetworkProceedings of the 2008 Third International Conference on Dependability of Computer Systems DepCoS-RELCOMEX10.1109/DepCoS-RELCOMEX.2008.50(406-413)Online publication date: 26-Jun-2008
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cover image ACM Conferences
WWW Alt. '04: Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
May 2004
532 pages
ISBN:1581139128
DOI:10.1145/1013367
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 19 May 2004

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Author Tags

  1. peer collaborative search
  2. small world
  3. topical crawlers

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Cited By

View all
  • (2017)Hierarchical Small World Overlay for Efficient Forwarding in Volunteer Clouds2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA)10.1109/AINA.2017.160(236-243)Online publication date: Mar-2017
  • (2014)The 6-hop peer-to-peer system2014 IEEE International Conference on Progress in Informatics and Computing10.1109/PIC.2014.6972369(419-423)Online publication date: May-2014
  • (2008)Autonomy and Cooperation as Factors of Dependability in Wireless Sensor NetworkProceedings of the 2008 Third International Conference on Dependability of Computer Systems DepCoS-RELCOMEX10.1109/DepCoS-RELCOMEX.2008.50(406-413)Online publication date: 26-Jun-2008
  • (2008)BlåtAntProceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence10.1007/978-3-540-87527-7_27(275-282)Online publication date: 22-Sep-2008
  • (2007)pFusionIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2007.106018:6(804-817)Online publication date: 1-Jun-2007
  • (2007)Sensors Localisation Methods in the COSA FrameworkProceedings of the The 2nd International Conference on Wireless Broadband and Ultra Wideband Communications10.1109/AUSWIRELESS.2007.71Online publication date: 27-Aug-2007
  • (2007)An Adaptive Routing Mechanism for P2P Resource DiscoveryJournal of Grid Computing10.1007/s10723-007-9073-96:4(367-367)Online publication date: 25-Apr-2007
  • (2006)Emerging semantic communities in peer web searchProceedings of the international workshop on Information retrieval in peer-to-peer networks10.1145/1183579.1183581(1-8)Online publication date: 11-Nov-2006
  • (2005)Adaptive query routing in peer web searchSpecial interest tracks and posters of the 14th international conference on World Wide Web10.1145/1062745.1062875(1074-1075)Online publication date: 10-May-2005
  • (2004)Unstructured peer-to-peer networksProceedings of the Third international conference on Agents and Peer-to-Peer Computing10.1007/11574781_2(14-27)Online publication date: 19-Jul-2004

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