D3G: Novel Approaches to Data Statistics, Understanding and Preprocessing on the Grid
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F06%3A03119805" target="_blank" >RIV/68407700:21230/06:03119805 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
D3G: Novel Approaches to Data Statistics, Understanding and Preprocessing on the Grid
Original language description
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.
Czech name
Není k dispozici
Czech description
Není k dispozici
Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/1ET101210513" target="_blank" >1ET101210513: Relational machine learning for analysis of biomedical data</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings 20th International Conference on Advanced Information Networking and Applications
ISBN
0-7695-2466-4
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
313-318
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
Vienna
Event date
Apr 18, 2006
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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