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  4. Grid-enabling data mining applications with DataMiningGrid
 
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2008
Journal Article
Title

Grid-enabling data mining applications with DataMiningGrid

Title Supplement
An architectural perspective
Abstract
The DataMiningGrid system has been designed to meet the requirements of modern and distributed data mining scenarios. Based on the Globus Toolkit and other open technology and standards, the DataMiningGrid system provides tools and services facilitating the grid-enabling of data mining applications without any intervention on the application side. Critical features of the system include flexibility, extensibility, scalability, efficiency, conceptual simplicity and ease of use. The system has been developed and evaluated on the basis of a diverse set of use cases from different sectors in science and technology. The DataMiningGrid software is freely available under Apache License 2.0.
Author(s)
Stankovski, V.
Swain, M.
Kravtsov, V.
Niessen, T.
Wegener, Dennis  orcid-logo
Kindermann, Jörg  
Dubitzky, W.
Journal
Future generation computer systems : FGCS  
Open Access
File(s)
Download (703.62 KB)
DOI
10.1016/j.future.2007.05.004
10.24406/publica-r-215226
Language
English
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Keyword(s)
  • data mining

  • distributed system

  • web-based service

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