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9780387378305

Knowledge and Data Management in Grids

by ; ;
  • ISBN13:

    9780387378305

  • ISBN10:

    0387378308

  • Format: Hardcover
  • Copyright: 2006-11-01
  • Publisher: Springer-Verlag New York Inc
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Summary

Data and knowledge play a key role in both current and future GRIDs. The issues concerning representation, discovery, and integration of data and knowledge in dynamic distributed environments can be addressed by exploiting features offered by GRID Technologies. Current research activities are leveraging the GRID for the provision of 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 and brings together scientific 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 of knowledge and data management such as distributed storage management, GRID databases, Semantic GRID and GRID-aware data mining. Knowledge and Data Management in GRIDs is designed for a professional audience, composed of researchers and practitioners in industry. This book is also suitable for graduate-level students in computer science.

Table of Contents

Forewordp. vii
Prefacep. ix
Contributing Authorsp. xiii
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
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
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
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
Table of Contents provided by Ingram. All Rights Reserved.

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