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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

  • DOI - Digital Object Identifier

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

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

  • e-ISSN

  • 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