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Autor Vaisman, Alejandro. author.

Título Data Warehouse Systems [electronic resource] : Design and Implementation / by Alejandro Vaisman, Esteban Zimányi.

Descripción física XVI, 625 p. 133 illus. online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Colección Data-Centric Systems and Applications
Data-Centric Systems and Applications
Springer eBooks. Computer Science
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Contiene: 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.
Resumen: 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 ́솵ndamental Conceptśncluding multi-dimensional models; conceptual and logical data warehouse design; and MDX and SQL/OLAP. Subsequently, Part II details ́쉭plementation and Deployment,́hich includes physical data warehouse design; data extraction, transformation, and loading (ETL); and data analytics. Lastly, Part III covers ́쁤vanced Topicśuch as spatial data warehouses; trajectory data warehouses; semantic technologies in data warehouses; and novel technologies like MapReduce, column-store databases, and in-memory databases. As a key characteristic of the book, most of the topics are presented and illustrated using application tools. Specifically, a case study based on the well-known Northwind database illustrates how the concepts presented in the book can be implemented using Microsoft Analysis Services and Pentaho Business Analytics. All chapters are summarized using review questions and exercises to support comprehensive student learning. Supplemental material to assist instructors using this book as a course text is available at, including electronic versions of the figures, solutions to all exercises, and a set of slides accompanying each chapter. Overall, students, practitioners and researchers alike will find this book the most comprehensive reference work on data warehouses, with key topics described in a clear and educational style.
Materia Computer science.
Management information systems.
Database management.
Information storage and retrieval.
Application software.
Computer Science.
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Database Management.
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Information Storage and Retrieval.
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Business IT Infrastructure.
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Computer Appl. in Administrative Data Processing.
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Autor secundario Zimányi, Esteban., author.
SpringerLink (Online service)
En Springer eBooks
OTRO SOPORTE Printed edition: 9783642546549
ISBN 9783642546556 978-3-642-54655-6
ISBN/ISSN 10.1007/978-3-642-54655-6 doi