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  • With the increasing number of applications that base searching on similarity rather than on exact matching, novel index structures are needed to speedup execution of similarity queries. An important stream of research in this direction uses the metric space as a model of similarity. We explain the principles and survey the most important representatives of index structures. We put most emphasis on distributed similarity search architectures which try to solve the difficult problem of scalability of similarity searching. The actual achievements are demonstrated by practical experiments. Future research directions are outlined in the conclusions.
  • With the increasing number of applications that base searching on similarity rather than on exact matching, novel index structures are needed to speedup execution of similarity queries. An important stream of research in this direction uses the metric space as a model of similarity. We explain the principles and survey the most important representatives of index structures. We put most emphasis on distributed similarity search architectures which try to solve the difficult problem of scalability of similarity searching. The actual achievements are demonstrated by practical experiments. Future research directions are outlined in the conclusions. (en)
Title
  • Towards Scalability of Similarity Searching
  • Towards Scalability of Similarity Searching (en)
skos:prefLabel
  • Towards Scalability of Similarity Searching
  • Towards Scalability of Similarity Searching (en)
skos:notation
  • RIV/00216224:14330/06:00015366!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
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http://linked.open...dnocenehoVysledku
  • 504059
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/06:00015366
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • similarity search; scalability; distributed index structure; metric space; peer-to-peer network (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [40265D479616]
http://linked.open...i/riv/mistoVydani
  • Amsterdam, The Netherlands
http://linked.open...vEdiceCisloSvazku
  • Volume 8 of Emerging Communication: Studies on...
http://linked.open...i/riv/nazevZdroje
  • Global Data Management
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
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http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Novák, David
  • Zezula, Pavel
  • Dohnal, Vlastislav
number of pages
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  • IOS Press
https://schema.org/isbn
  • 1-58603-629-7
http://localhost/t...ganizacniJednotka
  • 14330
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