Marcus Jürgens

Index Structures for Data Warehouses

• Broschiertes Buch

Produktbeschreibung

Data warehouses differ significantly from traditional transaction-oriented operational database applications. Indexing techniques and index structures applied in the transaction-oriented context are not feasible for data warehouses.
This work develops specific heuristic indexing techniques which process range queries on aggregated data more efficiently than those traditionally used in transaction-oriented systems. The book presents chapters on:
- the state of the art in data warehouse research
- data storage and index structures
- finding optimal tree-based index structures
- aggregated data in tree-based index structures
- performance models for tree-based index structures
- and techniques for comparing index structures.

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Produktdetails

• Lecture Notes in Computer Science 1859
• Verlag: Springer / Springer Berlin Heidelberg / Springer, Berlin
• Artikelnr. des Verlages: 978-3-540-43368-2
• 2002
• Seitenzahl: 148
• Erscheinungstermin: 13. März 2002
• Englisch
• Abmessung: 235mm x 155mm x 9mm
• Gewicht: 234g
• ISBN-13: 9783540433682
• ISBN-10: 3540433686
• Artikelnr.: 10612148

Autorenporträt

Marcus Jürgens, Freie Universität Berlin, Germany

Inhaltsangabe

State of the Art of Data Warehouse Research.- Data Storage and Index Structures.- Mixed Integer Problems for Finding Optimal Tree-Based Index Structures.- Aggregated Data in Tree-Based Index Structures.- Performance Models for Tree-Based Index Structures.- Techniques for Comparing Index Structures.- Conclusion and Outlook.