Data mining techniques in grid computing environments / editor, Werner Dubitzky. - Chichester, UK ; Hoboken, NJ : Wiley-Blackwell, 2008. - 1 online resource (xxi, 266 pages)

Includes bibliographical references and index.

Data mining meets grid computing: time to dance? -- Data analysis services in the knowledge grid -- GridMiner: an advanced support for e-science analytics -- ADaM services: scientific data mining in the service-oriented architecture paradigm -- Mining for misconfigured machines in grid systems -- FAEHIM: federated analysis environment for heterogeneous intelligent mining -- Scalable and privacy preserving distributed data analysis over a service-oriented platform -- Building and using analytical workflows in Discovery Net -- Building workflows that traverse the bioninformatics data landscape -- Specifications of distributed data mining workflows with DataMiningGrid -- Antheater: service-oriented data mining -- DMGA: a generic brokering-based Data Mining Grid Architecture -- Grid-based data mining with the environmental scenario search engine (ESSE) -- Data pre-processing using OGSA-DAI.

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Based around eleven international real life case studies and including contributions from leading experts in the field this groundbreaking book explores the need for the grid-enabling of data mining applications and provides a comprehensive study of the technology, techniques and management skills necessary to create them. This book provides a simultaneous design blueprint, user guide, and research agenda for current and future developments and will appeal to a broad audience; from developers and users of data mining and grid technology, to advanced undergraduate and postgraduate students interested in this field."--Publisher description


Electronic reproduction.
[Place of publication not identified] :
HathiTrust Digital Library,
2010.


Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
http://purl.oclc.org/DLF/benchrepro0212

9780470699904 0470699906 9780470699898 0470699892 9786611939458 6611939458

10.1002/9780470699904 doi 100500447

10.1002/9780470699904 Wiley InterScience http://www3.interscience.wiley.com

GBA8A3020 bnb

014702159 Uk


Data mining.
Computational grids (Computer systems)
Exploration de donn�ees (Informatique)
Grilles informatiques.
COMPUTERS--Client-Server Computing.
Computational grids (Computer systems)
Data mining

QA76.9.D343 / D38374 2008

004/.36