| 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 |
|
3642546552 |
|
3642546544 |
|
9783642546549 |
|
9783642546563 |
|
3642546560 |
|
9783662513507 |
|
3662513501 |
|
