Data Warehouse Systems: Design And Implementation by Alejandro VaismanData Warehouse Systems: Design And Implementation by Alejandro Vaisman

Data Warehouse Systems: Design And Implementation

byAlejandro Vaisman, Esteban Zimányi

Paperback | August 23, 2016

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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 Map Reduce, 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 http://cs.ulb.ac.be/DWSDIbook/, 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.

Alejandro A. Vaisman is a professor at the Buenos Aires Institute of Technology (ITBA). He was previously professor at the University of Buenos Aires where he co-founded and chaired the Masters program in Data Mining. His research interests are in the field of databases, particularly in data warehousing and OLAP, business intelligence,...
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Title:Data Warehouse Systems: Design And ImplementationFormat:PaperbackDimensions:625 pages, 23.5 × 15.5 × 0.17 inPublished:August 23, 2016Publisher:Springer NatureLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3662513501

ISBN - 13:9783662513507

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Table of Contents

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.