Knowledge and Data Management in GRIDs / Edition 1
by Domenico Talia
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
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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.
Product Details
- ISBN-13:
- 9780387378305
- Publisher:
- Springer US
- Publication date:
- 11/27/2006
- Edition description:
- 2007
- 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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