Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction | by Ladjel Bellatreche (ed) | 2009 | ISBN: 9781605667560. Data Extraction, Transformation and Integration. Modeling Multidimensional Geographic Databases. Designing Data Marts. Decision Support System Design
Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction
by Ladjel Bellatreche (ed)
2009 (336 pages)
ISBN:9781605667560
Presenting a defining collection of field discoveries, this book covers the complete process of analyzing data to extract, transform, load, and manage the essential components of a data warehousing system.
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Data Warehousing Design and Advanced Engineering Applications—Methods for Complex Construction
Preface
OVERVIEW
SECTION 1: CONCEPTUAL DESIGN AND ONTOLOGY-BASED INTEGRATION
SECTION 2: PHYSICAL DESIGN AND SELF TUNING
SECTION 3: EVOLUTION AND MAINTENANCE MANAGEMENT
SECTION 4: EXPLOITATION OF DATA WAREHOUSE
Section 1 – Conceptual Design and Ontology-Based Integration
Chapter 1 – From User Requirements to Conceptual Design in Data Warehouse Design—A Survey
ABSTRACT
INTRODUCTION
BACKGROUND
REQUIREMENT ANALYSIS TECHNIQUES
CONCEPTUAL MODELS
SOLUTIONS AND RECOMMENDATIONS
FUTURE TRENDS
CONCLUSION
REFERENCES
KEY TERMS AND DEFINITIONS
Chapter 2 – Data Extraction, Transformation and Integration Guided by an Ontology
ABSTRACT
INTRODUCTION
BACKGROUND
THE PICSEL3 DATA EXTRACTION, TRANSFORMATION AND INTEGRATION APPROACH
FUTURE RESEARCH DIRECTIONS
CONCLUSION
REFERENCES
ADDITIONAL READINGS
KEY TERMS AND DEFINITIONS
ENDNOTES
Chapter 3 – X-WACoDa—An XML-Based Approach for Warehousing and Analyzing Complex Data
ABSTRACT
INTRODUCTION
RELATED WORK
XML WAREHOUSING AND ANALYSIS METHODOLOGY
MODELING XML DATA WAREHOUSES
SOFTWARE PLATFORM
CONCLUSION AND PERSPECTIVES
REFERENCES
KEY TERMS AND DEFINITIONS
ENDNOTES
Chapter 4 – Designing Data Marts from XML and Relational Data Sources
ABSTRACT
INTRODUCTION
CURRENT DATA WAREHOUSE DESIGN APPROACHES
DATA MART DESIGN FOR RELATIONAL AND XML SOURCES
DATA SOURCE PRETREATMENT
RELATION CLASSIFICATION
DM SCHEMA CONSTRUCTION
CASE TOOLSET
CONCLUSION
REFERENCES
KEY TERMS AND DEFINITIONS
Chapter 5 – Ontology-Based Integration of Heterogeneous, Incomplete and Imprecise Data Dedicated to a Decision Support System for Food Safety
ABSTRACT
INTRODUCTION
THE ONTOLOGY-BASED DATA INTEGRATION SYSTEM
BACKGROUND
FUTURE RESEARCH DIRECTIONS
CONCLUSION
REFERENCES
Chapter 6 – On Modeling and Analysis of Multidimensional Geographic Databases
ABSTRACT
INTRODUCTION
BACKGROUND
SPATIO-MULTIDIMENSIONAL DATABASES: MODELS AND TOOLS
FUTURE RESEARCH DIRECTIONS
CONCLUSION
REFERENCES
KEY TERMS AND DEFINITIONS
Section 2 – Physical Design and Self Turning
Chapter 7 – View Selection and Materialization
ABSTRACT
INTRODUCTION
PRELIMINARIES
VIEW SELECTION PROBLEM
VIEW SELECTION STRATEGY
OVERVIEW OF THE VIEW SELECTION ALGORITHMS
IMPLEMENTATION
RELATED WORK
FUTURE TRENDS
CONCLUSION AND FUTURE WORK
REFERENCES
KEY TERMS AND DEFINITIONS
ENDNOTE
Chapter 8 – ChunkSim—A Tool and Analysis of Performance and Availability Balancing
ABSTRACT
INTRODUCTION
BACKGROUND
CHUNK-WISE ON-DEMAND QUERY PROCESSING
CHUNKSIM PERFORMANCE AVAILABILITY ANALYSIS
USING CHUNKSIM TO ANALYZE PERFORMANCE AND AVAILABILITY
CONCLUSIONS AND FUTURE WORK
REFERENCES
Chapter 9 – QoS-Oriented Grid-Enabled Data Warehouses
ABSTRACT
INTRODUCTION
DATA GRIDS AND GRID-ENABLED DATABASES
THE DISTRIBUTED QOS-ORIENTED WAREHOUSE
EVALUATING IF A SLO CAN BE ACHIEVED
LOCAL SCHEDULERS AND SERVICE LEVEL AGREEMENTS
INTER-SITE QOS-ORIENTED DYNAMIC REPLICATION
LOCAL CACHING AND INTRA-SITE REPLICA CANDIDATES
EXPERIMENTAL EVALUATION
CONCLUSION
REFERENCES
KEY TERMS AND DEFINITIONS
Section 3 – Evolution and Maintainance Management
Chapter 10 – Data Warehouse Maintenance, Evolution and Versioning
ABSTRACT
INTRODUCTION
BACKGROUND: THE DATA WAREHOUSE MAINTENANCE PROBLEM
THE COMET TEMPORAL DATA WAREHOUSE
OTHER APPROACHES ADDRESSING THE MAINTENANCE PROBLEM
FUTURE TRENDS
CONCLUSION
REFERENCES
Chapter 11 – Construction and Maintenance of Heterogeneous Data Warehouses
ABSTRACT
INTRODUCTION
HETEROGENEOUS DATA INTEGRATION: A FORMAL APPROACH
2.2: THE INTEGRATION ENVIRONMENT
2.3: THE INTEGRATION PROCESS
A META-SCHEMA FOR TWO POSSIBLE PHYSICAL ARCHITECTURES
INCREMENTAL MAINTENANCE OF DATA AND AGGREGATES
CONCLUSION
REFERENCES
Section 4 – Exploitation of Data Warehouse
Chapter 12 – On Querying Data and Metadata in Multiversion Data Warehouse
ABSTRACT
INTRODUCTION
MULTIVERSION DATA WAREHOUSE
QUERYING THE CONTENT OF MULTIVERSION DATA WAREHOUSE
QUERYING METADATA IN MULTIVERSION DATA WAREHOUSE
PROTOTYPE IMPLEMENTATION OF MVDWQL
SUMMARY
REFERENCES
ENDNOTE
Chapter 13 – Ontology Query Languages for Ontology-Based Databases—A Survey
ABSTRACT
INTRODUCTION
DOMAIN ONTOLOGIES AND THEIR APPLICATION TO DATABASE
REQUIREMENTS FOR AN EXPLOITATION LANGUAGE OF OBDB
ANALYSIS OF SEMANTIC WEB ONTOLOGY QUERY LANGUAGES
ANALYSIS OF DATABASE-ORIENTED ONTOLOGY QUERY LANGUAGES
CONCLUSION
REFERENCES
KEY TERMS AND DEFINITIONS
ENDNOTES
Chapter 14 – Ontology-Based Database Approach for Handling Preferences
ABSTRACT
INTRODUCTION
BACKGROUND
ONTOLOGY-BASED DATABASE WITH PREFERENCES
IMPLEMENTING THE MODEL: THE HOLLIDAY BOOKING CASE STUDY
CONCLUSION AND FUTURE WORK
REFERENCES
KEY TERMS AND DEFINITIONS
Chapter 15 – Security in Data Warehouses
ABSTRACT
INTRODUCTION
BACKGROUND
SCIENTIFIC CONCEPTS
APPLICATIONS
FUTURE TRENDS AND OUTLOOK
REFERENCES
Compilation of References
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