Knowledge and Data Management in GRIDs / Edition 1

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Overview

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.

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Editorial Reviews

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"This edited book is an early attempt by primarily European researchers to harness and expand the use of grid technologies in accessing distributed sources for sharing, and also to extract and produce knowledge. … Overall, the book is well organized and the selected material represents a very interesting range of topics. The expected audience is academics with interests in distributed systems and databases, or grid practitioners who are interested in extending grid technologies to knowledge extraction management and data manipulation." (George Dimitoglou, Computing Reviews, January, 2008)

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Product Details

  • ISBN-13: 9780387378305
  • Publisher: Springer US
  • Publication date: 11/27/2006
  • Edition description: 2007
  • Edition number: 1
  • Pages: 254
  • Product dimensions: 9.21 (w) x 6.14 (h) x 0.63 (d)

Table of Contents


Foreword     vii
Preface     ix
Contributing Authors     xiii
Grid Data Management
Accessing Data in Grids Using OGSA-DAI   Neil P. Chue Hong   Mario Antonioletti   Konstantinos A. Karasavvas   Malcolm Atkinson     3
Service Choreography for Data Integration on the Grid   Anastasios Gounaris   Rizos Sakellariou   Carmela Comito   Domenico Talia     19
Accessing Web Databases using OGSA-DAI in BDWorld   Shirley Crompton   Brian Matthews   Alex Gray   Andrew Jones   Richard White     35
Failure Recovery Alternatives in Grid-Based Distributed Query Processing: A Case Study   Jim Smith   Paul Watson     51
Grid Data Storage
Conductor: Support for Autonomous Configuration of Storage Systems   Zsolt Nemeth   Michail D. Flouris   Renaud Lachaize   Angelos Bilas     67
Violin: A Framework for Extensible Block-level Storage   Michail D. Flouris   Renaud Lachaize   Angelos Bilas     83
ClusteriX Data Management System (CDMS) - Architecture and Use Cases   Konrad Karczewski   Lukasz Kuczynski     99
Semantic Grid
Architectural Patterns for the Semantic Grid   Ioannis Kotsiopoulos   Paolo Missier   Pinar Alper   Oscar Corcho   Sean Bechhofer   Carole Goble     119
A Metadata Model for the Discovery and Exploitation of Scientific Studies   Shoaib Sufi   Brian Matthews     135
Ideas for the Provision of Ontology Access in Grid Environments   Miguel Esteban Gutierrez   Asuncion Gomez-Perez     151
Semantic Support for Meta-Scheduling in Grids   Paolo Missier   Philipp Wieder   Wolfgang Ziegler     169
Semantic Grid Resource Discovery in Atlas   Zoi Kaoudi   Iris Miliaraki   Matoula Magiridou   Erietta Liarou   Stratos Idreos   Manolis Koubarakis     185
Distributed Data Mining
WSRF-based Services for Distributed Data Mining   Antonio Congiusta   Domenico Talia   Paolo Trunfio     203
Mining Frequent Closed Itemsets from Distributed Repositories   Claudio Lucchese   Salvatore Orlando   Raffaele Perego   Claudio Silvestri     221
Distributed Data Mining and Knowledge Management with Networks of Sensor Arrays   Maurice Dixon   Simon C. Lambert   Julian R. Gallop     235
Index     251
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