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Description
  • Není k dispozici (cs)
  • Relocating the code for data preprocessing (DPP) closer towards the data source is the overall task of the D3G framework (Data Statistics,Data Understanding, Data Preprocessing on the Grid), developed within a joint project of the University of Vienna, the Vienna University of Technology and the Czech Technical University. This work presents the data service side architecture to gather data statistics on-the-fly and use them in remote DPP methods on query results as well as an approach to gather exact continuous data statistics for whole tables in a database on the Grid. The performance results of our prototype implementation are showing low running costs for the continuous data statistics inside the database and also the feasibility of our proposed data service side functionality.
  • Relocating the code for data preprocessing (DPP) closer towards the data source is the overall task of the D3G framework (Data Statistics,Data Understanding, Data Preprocessing on the Grid), developed within a joint project of the University of Vienna, the Vienna University of Technology and the Czech Technical University. This work presents the data service side architecture to gather data statistics on-the-fly and use them in remote DPP methods on query results as well as an approach to gather exact continuous data statistics for whole tables in a database on the Grid. The performance results of our prototype implementation are showing low running costs for the continuous data statistics inside the database and also the feasibility of our proposed data service side functionality. (en)
Title
  • D3G: Novel Approaches to Data Statistics, Understanding and Preprocessing on the Grid
  • Není k dispozici (cs)
  • D3G: Novel Approaches to Data Statistics, Understanding and Preprocessing on the Grid (en)
skos:prefLabel
  • D3G: Novel Approaches to Data Statistics, Understanding and Preprocessing on the Grid
  • Není k dispozici (cs)
  • D3G: Novel Approaches to Data Statistics, Understanding and Preprocessing on the Grid (en)
skos:notation
  • RIV/68407700:21230/06:03119805!RIV07-AV0-21230___
http://linked.open.../vavai/riv/strany
  • 313 ; 318
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET101210513)
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
  • 472732
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/06:03119805
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Grid; Preprocessing (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CD4E66E1DE57]
http://linked.open...v/mistoKonaniAkce
  • Vienna
http://linked.open...i/riv/mistoVydani
  • Los Alamitos
http://linked.open...i/riv/nazevZdroje
  • Proceedings 20th International Conference on Advanced Information Networking and Applications
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
  • Nováková, Lenka
  • Wöhrer, A.
  • Brezany, P.
  • Tjoa, A. M.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • IEEE Computer Society
https://schema.org/isbn
  • 0-7695-2466-4
http://localhost/t...ganizacniJednotka
  • 21230
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