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  • The problem of similarity searching is nowadays attracting a lot of attention, because upcoming applications process complex data and the traditional exact match searching is not sufficient. There are efficient solutions, but they are tailored for the needs of specific data domains. General solutions, based on the metric space abstraction, are extensible, but they are designed to operate on a single computer only. Therefore, their scalability is limited and they cannot adapt to different performance requirements. In this paper, we propose a distributed access structure which is fully dynamic and exploits a Grid infrastructure. We study properties of this structure in numerous experiments. Besides, the performance tuning is analyzed with respect to user-specific requirements which include the maximum response time and the number of queries executed concurrently.
  • The problem of similarity searching is nowadays attracting a lot of attention, because upcoming applications process complex data and the traditional exact match searching is not sufficient. There are efficient solutions, but they are tailored for the needs of specific data domains. General solutions, based on the metric space abstraction, are extensible, but they are designed to operate on a single computer only. Therefore, their scalability is limited and they cannot adapt to different performance requirements. In this paper, we propose a distributed access structure which is fully dynamic and exploits a Grid infrastructure. We study properties of this structure in numerous experiments. Besides, the performance tuning is analyzed with respect to user-specific requirements which include the maximum response time and the number of queries executed concurrently. (en)
Title
  • M-Grid: Similarity Searching in Grids
  • M-Grid: Similarity Searching in Grids (en)
skos:prefLabel
  • M-Grid: Similarity Searching in Grids
  • M-Grid: Similarity Searching in Grids (en)
skos:notation
  • RIV/00216224:14330/06:00015399!RIV10-AV0-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET100300419)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 485605
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/06:00015399
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • similarity searching; metric space; M-Grid; D-index; performance analysis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [2866C8577457]
http://linked.open...v/mistoKonaniAkce
  • Arlington, VA, USA
http://linked.open...i/riv/mistoVydani
  • Arlington
http://linked.open...i/riv/nazevZdroje
  • Proceedings of International Workshop on Information Retrieval in Peer-to-Peer Networks, ACM CIKM 2006
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Batko, Michal
  • Zezula, Pavel
  • Dohnal, Vlastislav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • ACM Press
https://schema.org/isbn
  • 1-59593-531-2
http://localhost/t...ganizacniJednotka
  • 14330
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