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Cover image for Knowledge and data management in GRIDs
Title:
Knowledge and data management in GRIDs
Series:
CoreGRID series
Publication Information:
New York, NY : Springer-Verlag, 2007
Physical Description:
xvii, 252 p. : ill., digital ; 25 cm.
ISBN:
9780387378305
General Note:
Available online version
Electronic Access:
FullText

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30000010141956 QA76.9.C58 K56 2007 Open Access Book Book
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30000010159669 QA76.9.C58 K56 2007 Open Access Book Book
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Summary

Summary

Current research activities are leveraging the Grid to create generic- and domain-specific solutions and services for data management and knowledge discovery. Knowledge and Data Management in Grids is the third volume of the CoreGRID series; it gathers contributions by researchers and scientists working on storage, data, and knowledge management in Grid and Peer-to-Peer systems. This volume presents the latest Grid solutions and research results in key areas such as distributed storage management, Grid databases, Semantic Grid and Grid-aware data mining. Written for a professional audience of researchers and practitioners in industry, it is suitable for graduate-level students in computer science.


Table of Contents

Neil P. Chue Hong and Mario Antonioletti and Konstantinos A. Karasavvas and Malcolm AtkinsonAnastasios Gounaris and Rizos Sakellariou and Carmela Comito and Domenico TaliaShirley Crompton and Brian Matthews and Alex Gray and Andrew Jones and Richard WhiteJim Smith and Paul WatsonZsolt Nemeth and Michail D. Flouris and Renaud Lachaize and Angelos BilasMichail D. Flouris and Renaud Lachaize and Angelos BilasKonrad Karczewski and Lukasz KuczynskiIoannis Kotsiopoulos and Paolo Missier and Pinar Alper and Oscar Corcho and Sean Bechhofer and Carole GobleShoaib Sufi and Brian MatthewsMiguel Esteban Gutierrez and Asuncion Gomez-PerezPaolo Missier and Philipp Wieder and Wolfgang ZieglerZoi Kaoudi and Iris Miliaraki and Matoula Magiridou and Erietta Liarou and Stratos Idreos and Manolis KoubarakisAntonio Congiusta and Domenico Talia and Paolo TrunfioClaudio Lucchese and Salvatore Orlando and Raffaele Perego and Claudio SilvestriMaurice Dixon and Simon C. Lambert and Julian R. Gallop
Forewordp. vii
Prefacep. ix
Contributing Authorsp. xiii
Part I Grid Data Management
Accessing Data in Grids Using OGSA-DAIp. 3
Service Choreography for Data Integration on the Gridp. 19
Accessing Web Databases using OGSA-DAI in BDWorldp. 35
Failure Recovery Alternatives in Grid-Based Distributed Query Processing: A Case Studyp. 51
Part II Grid Data Storage
Conductor: Support for Autonomous Configuration of Storage Systemsp. 67
Violin: A Framework for Extensible Block-level Storagep. 83
ClusteriX Data Management System (CDMS) - Architecture and Use Casesp. 99
Part III Semantic Grid
Architectural Patterns for the Semantic Gridp. 119
A Metadata Model for the Discovery and Exploitation of Scientific Studiesp. 135
Ideas for the Provision of Ontology Access in Grid Environmentsp. 151
Semantic Support for Meta-Scheduling in Gridsp. 169
Semantic Grid Resource Discovery in Atlasp. 185
Part IV Distributed Data Mining
WSRF-based Services for Distributed Data Miningp. 203
Mining Frequent Closed Itemsets from Distributed Repositoriesp. 221
Distributed Data Mining and Knowledge Management with Networks of Sensor Arraysp. 235
Indexp. 251
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