About: Grid-aware approach to data statistics, data understanding and data preprocessing     Goto   Sponge   NotDistinct   Permalink

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Description
  • In recent years the focus of grid computing shifted towards more data intensive applications, increasingly needing access to various public and private databases. Relocating the code for Data Preprocessing (DPP) closer towards the data source is the overall task of the D^3 Gframework. This paper presents the data service side architecture to gather Data Statistics (DS) on-the-fly, use them in remote DPP methods on query results and gather exact continuous DS for whole tables inside a database. The performance results are showing low running costs for the continuous DS and the feasibility of the service side DPP functionality.
  • In recent years the focus of grid computing shifted towards more data intensive applications, increasingly needing access to various public and private databases. Relocating the code for Data Preprocessing (DPP) closer towards the data source is the overall task of the D^3 Gframework. This paper presents the data service side architecture to gather Data Statistics (DS) on-the-fly, use them in remote DPP methods on query results and gather exact continuous DS for whole tables inside a database. The performance results are showing low running costs for the continuous DS and the feasibility of the service side DPP functionality. (en)
Title
  • Grid-aware approach to data statistics, data understanding and data preprocessing
  • Grid-aware approach to data statistics, data understanding and data preprocessing (en)
skos:prefLabel
  • Grid-aware approach to data statistics, data understanding and data preprocessing
  • Grid-aware approach to data statistics, data understanding and data preprocessing (en)
skos:notation
  • RIV/68407700:21230/09:00157781!RIV10-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET101210513), P(MEB060815)
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
  • 316705
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/09:00157781
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • data preprocessing; grid computing; data statistics; database access (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CH - Švýcarská konfederace
http://linked.open...ontrolniKodProRIV
  • [F4FE7B16C272]
http://linked.open...i/riv/nazevZdroje
  • International Journal of High Performance Computing and Networking
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
  • 6
http://linked.open...iv/tvurceVysledku
  • Nováková, Lenka
issn
  • 1740-0562
number of pages
http://localhost/t...ganizacniJednotka
  • 21230
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