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Grid-enabling data mining applications with DataMiningGrid

An architectural perspective
: Stankovski, V.; Swain, M.; Kravtsov, V.; Niessen, T.; Wegener, D.; Kindermann, J.; Dubitzky, W.

Preprint urn:nbn:de:0011-n-682721 (704 KByte PDF)
MD5 Fingerprint: e68f7cb3f004cd5d3d17fed3abe1f071
Erstellt am: 29.4.2008

Future generation computer systems : FGCS 24 (2008), Nr.4, S.259-279
ISSN: 0167-739X
Zeitschriftenaufsatz, Elektronische Publikation
Fraunhofer IAIS ()
data mining; distributed system; web-based service

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.