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Data Warehouse Systems
ISBN-13:
9783642546556
Veröffentl:
2014
Seiten:
625
Autor:
Alejandro Vaisman
Serie:
Data-Centric Systems and Applications
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
With this textbook, Vaisman and Zimányi deliver excellent coverage of data warehousing and business intelligence technologies ranging from the most basic principles to recent findings and applications. To this end, their work is structured into three parts. Part I describes "Fundamental Concepts" including multi-dimensional models; conceptual and logical data warehouse design; and MDX and SQL/OLAP. Subsequently, Part II details "Implementation and Deployment," which includes physical data warehouse design; data extraction, transformation, and loading (ETL); and data analytics. Lastly, Part III covers "Advanced Topics" such as spatial data warehouses; trajectory data warehouses; semantic technologies in data warehouses; and novel technologies like MapReduce, column-store databases, and in-memory databases.
Part I Fundamental Concepts.- 1 Introduction.- 2 Database Concepts.- 3 Data Warehouse Concepts.- 4 Conceptual Data Warehouse Design.- 5 Logical Data Warehouse Design.- 6 Querying Data Warehouses.- Part II Implementation and Deployment.- 7 Physical Data Warehouse Design.- 8 Extraction, Transformation and Loading.- 9 Data Analytics: Exploiting the Data Warehouse.- 10 A Method for Data Warehouse Design.- Part III Advanced Topics.- 11 Spatial Data Warehouses.- 12 Trajectory Data Warehouses.- 13 New Data Warehouse Technologies.- 14 Data Warehouses and the Semantic Web.- 15 Conclusion.
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