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Statements

Subject Item
n2:RIV%2F68407700%3A21230%2F09%3A00157781%21RIV10-MSM-21230___
rdf:type
n10:Vysledek skos:Concept
dcterms: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.
dcterms:title
Grid-aware approach to data statistics, data understanding and data preprocessing Grid-aware approach to data statistics, data understanding and data preprocessing
skos:prefLabel
Grid-aware approach to data statistics, data understanding and data preprocessing Grid-aware approach to data statistics, data understanding and data preprocessing
skos:notation
RIV/68407700:21230/09:00157781!RIV10-MSM-21230___
n3:aktivita
n14:P
n3:aktivity
P(1ET101210513), P(MEB060815)
n3:cisloPeriodika
1
n3:dodaniDat
n9:2010
n3:domaciTvurceVysledku
n16:5112605
n3:druhVysledku
n15:J
n3:duvernostUdaju
n18:S
n3:entitaPredkladatele
n6:predkladatel
n3:idSjednocenehoVysledku
316705
n3:idVysledku
RIV/68407700:21230/09:00157781
n3:jazykVysledku
n12:eng
n3:klicovaSlova
data preprocessing; grid computing; data statistics; database access
n3:klicoveSlovo
n13:data%20preprocessing n13:grid%20computing n13:data%20statistics n13:database%20access
n3:kodStatuVydavatele
CH - Švýcarská konfederace
n3:kontrolniKodProRIV
[F4FE7B16C272]
n3:nazevZdroje
International Journal of High Performance Computing and Networking
n3:obor
n8:JD
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
4
n3:projekt
n5:MEB060815 n5:1ET101210513
n3:rokUplatneniVysledku
n9:2009
n3:svazekPeriodika
6
n3:tvurceVysledku
Nováková, Lenka
s:issn
1740-0562
s:numberOfPages
10
n17:organizacniJednotka
21230