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Description
  • We propose several methods to speed up the facility location, and the single link and the complete link clustering algorithms. The local search algorithm for the facility location is accelerated by introducing several space partitioning methods and a parallelisation on the CPU of a standard desktop computer. The influence of the cluster size on the speedup is documented. The paper further presents the computation of the single link and the complete link clustering on the GPU using the CUDA architecture.
  • We propose several methods to speed up the facility location, and the single link and the complete link clustering algorithms. The local search algorithm for the facility location is accelerated by introducing several space partitioning methods and a parallelisation on the CPU of a standard desktop computer. The influence of the cluster size on the speedup is documented. The paper further presents the computation of the single link and the complete link clustering on the GPU using the CUDA architecture. (en)
Title
  • Faster Facility Location and Hierarchical Clustering
  • Faster Facility Location and Hierarchical Clustering (en)
skos:prefLabel
  • Faster Facility Location and Hierarchical Clustering
  • Faster Facility Location and Hierarchical Clustering (en)
skos:notation
  • RIV/49777513:23520/11:43899279!RIV12-GA0-23520___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/09/0097), S
http://linked.open...iv/cisloPeriodika
  • 1
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
  • 199379
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/11:43899279
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Facility location, hierarchical clustering, single link, complete link, acceleration, CUDA (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [372FEE6466D7]
http://linked.open...i/riv/nazevZdroje
  • International Journal of Computers
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...v/svazekPeriodika
  • 5
http://linked.open...iv/tvurceVysledku
  • Kolingerová, Ivana
  • Skála, Jiří
issn
  • 1998-4308
number of pages
http://localhost/t...ganizacniJednotka
  • 23520
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