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:
FullTextAvailable:*
Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
---|---|---|---|---|---|
Searching... | 30000010141956 | QA76.9.C58 K56 2007 | Open Access Book | Book | Searching... |
Searching... | 30000010159669 | QA76.9.C58 K56 2007 | Open Access Book | Book | Searching... |
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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
Foreword | p. vii |
Preface | p. ix |
Contributing Authors | p. xiii |
Part I Grid Data Management | |
Accessing Data in Grids Using OGSA-DAI | p. 3 |
Service Choreography for Data Integration on the Grid | p. 19 |
Accessing Web Databases using OGSA-DAI in BDWorld | p. 35 |
Failure Recovery Alternatives in Grid-Based Distributed Query Processing: A Case Study | p. 51 |
Part II Grid Data Storage | |
Conductor: Support for Autonomous Configuration of Storage Systems | p. 67 |
Violin: A Framework for Extensible Block-level Storage | p. 83 |
ClusteriX Data Management System (CDMS) - Architecture and Use Cases | p. 99 |
Part III Semantic Grid | |
Architectural Patterns for the Semantic Grid | p. 119 |
A Metadata Model for the Discovery and Exploitation of Scientific Studies | p. 135 |
Ideas for the Provision of Ontology Access in Grid Environments | p. 151 |
Semantic Support for Meta-Scheduling in Grids | p. 169 |
Semantic Grid Resource Discovery in Atlas | p. 185 |
Part IV Distributed Data Mining | |
WSRF-based Services for Distributed Data Mining | p. 203 |
Mining Frequent Closed Itemsets from Distributed Repositories | p. 221 |
Distributed Data Mining and Knowledge Management with Networks of Sensor Arrays | p. 235 |
Index | p. 251 |