Knowledge and Data Management in GRIDs

Contents

Foreword

Preface

Contributing Authors

I GRID DATA MANAGEMENT

ACCESSING DATA IN GRIDS USING OGSA-DAI

1. Introduction

2. Web Services and Grids

3. Architectural Requirements for Data Middleware

4. An Overview of OGSA-DAI

5. Activities and Perform Documents

6. How OGSA-DAI is being Used

7. Related Work

8. Importance of Standards

9. Conclusions

Acknowledgments

References

SERVICE CHOREOGRAPHY FOR DATA INTEGRATION ON THE GRID

1. Introduction

2. Background

3. Architecture and Service Interactions

4. The XMAP Integration Framework

5. Combining query processing and reformulation services

6. Conclusions

Acknowledgments

References

ACCESSING WEB DATABASES USING OGSA-DAI IN BDWORLD*

1. Introduction

2. Generic Bioinformatics Data Access and Integration Requirements

3. BDWorld Data Integration Issues

4. The BioDA Exemplar

5. Conclusion

Acknowledgments

References

FAILURE RECOVERY ALTERNATIVES IN GRID- BASED DISTRIBUTED QUERY PROCESSING: A CASE STUDY

1. Introduction

2. Related Work

3. Recovery Options

4. Implementation

5. Experimental Results

6. Conclusions

Acknowledgments

References

II GRID DATA STORAGE

CONDUCTOR: SUPPORT FOR AUTONOMOUS CONFIGURATION OF STORAGE SYSTEMS

1. Introduction

2. Related work

3. System Overview

4. Initial Configuration Mode

5. Evaluation

6. Conclusions and future work

Acknowledgments

References

VIOLIN: A FRAMEWORK FOR EXTENSIBLE BLOCK-LEVEL STORAGE

1. Introduction

2. System Architecture

3. Advanced Virtualization Scenarios

4. Related Work

5. Conclusions

Acknowledgments

References

CLUSTERIX DATA MANAGEMENT SYSTEM (CDMS) - ARCHITECTURE AND USE CASES *

1. Introduction

2. Data Management System

3. System Architecture

4. System Interface

5. Integration of End-User Applications with CDMS

6. Integration with GRMS

7. Related work

8. Conclusions

References

III SEMANTIC GRID

ARCHITECTURAL PATTERNS FOR THE SEMANTIC GRID *

1. Introduction

2. Semantic Grid concepts

3. The Grid scheduling use case

4. Service interaction patterns for the Semantic Grid

5. Discussion

6. Future Directions

References

A METADATA MODEL FOR THE DISCOVERY AND EXPLOITATION OF SCIENTIFIC STUDIES

1. Introduction

2. A Science Data Portal

3. The Metadata Structure

4. Metadata Conformance

5. An Example

6. Conclusions and Future Development

Acknowledgments

References

IDEAS FOR THE PROVISION OF ONTOLOGY ACCESS IN GRID ENVIRONMENTS

1. Introduction

2. Lessons Learnt from the Semantic Web

3. Possibilities for Providing Ontology Access in the Grid

4. WS-DAIOnt: a Proposal of an Ontology Access Mechanism in the Grid

5. Conclusions

Acknowledgments

References

SEMANTIC SUPPORT FOR META-SCHEDULING IN GRIDS

1. Introduction

2. Requirements for the Scheduling Domain Knowledge Model

3. A Semantic Model for Grid Scheduling

4. Environment for Semantic Exploitation

5. Future Perspectives

Acknowledgments

References

SEMANTIC GRID RESOURCE DISCOVERY IN ATLAS*

1. Introduction

2. Related Work

3. The P2P System Atlas

4. Atlas in Operation: Service Discovery in OntoKit

5. Conclusions

References

IV DISTRIBUTED DATA MINING

WSRF-BASED SERVICES FOR DISTRIBUTED DATA MINING

1. Introduction

2. SOA and the WS-Resource Framework

3. WSRF-based Data Mining Services

4. Application Modeling and Representation

5. WSRF Service Execution Performance

6. Related work

7. Conclusions

Acknowledgments

References

MINING FREQUENT CLOSED ITEMSETS FROM DISTRIBUTED REPOSITORIES

1. Introduction.

2. Frequent and Closed Itemsets

3. Distributed Frequent Itemsets

4. Distributed Frequent Closed Itemsets

5. Conclusion

References

DISTRIBUTED DATA MINING AND KNOWLEDGE MANAGEMENT WITH NETWORKS OF SENSOR ARRAYS

1. Introduction

2. Industrial context

3. Data mining in TELEMAC

4. The Grids context

5. Grids based approach to TELEMAC

Acknowledgments

References

Index