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Author Vaisman, Alejandro, author

Title Data warehouse systems : design and implementation / Alejandro Vaisman, Esteban Zimányi
Published Berlin : Springer, 2014


Description 1 online resource (xvi, 625 pages) : illustrations
Series Data-Centric Systems and Applications
Data-centric systems and applications.
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
Summary The authors deliver coverage of data warehousing and business intelligence technologies ranging from the most basic principles to recent findings and applications. Their work is structured into three parts: Fundamental Concepts: including multi-dimensional models, conceptual and logical data warehouse design, and MDX and SQL/OLAP; Implementation and Deployment: includeing physical data warehouse design, data extraction, transformation, and loading (ETL), and data analytics; Advanced Topics: including spatial data warehouses, trajectory data warehouses, semantic technologies in data warehouses, and novel technologies like MapReduce, column-store databases, and in-memory databases. Concepts are illustrated by an on going example based on the North wind database using Microsoft Analysis Services and Pentaho Business Analytics. -- Edited summary from book
Bibliography Includes bibliographical references and index
Notes English
Online resource; title from PDF title page (SpringerLink, viewed September 25, 2014)
Subject Data warehousing.
Data warehousing.
Form Electronic book
Author Zimányi, Esteban, author.
ISBN 9783642546556