Lecture Notes in Computer Science

Index Structures for Data Warehouses

Authors: Jürgens, Marcus

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About this book

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.

Table of contents (8 chapters)

Table of contents (8 chapters)
  • Introduction

    Pages 1-4

  • State of the Art of Data Warehouse Research

    Pages 5-14

  • Data Storage and Index Structures

    Pages 15-34

  • Mixed Integer Problems for Finding Optimal Tree-Based Index Structures

    Pages 35-41

  • Aggregated Data in Tree-Based Index Structures

    Pages 43-62

Buy this book

eBook 59,49 €
price for Spain (gross)
  • ISBN 978-3-540-45935-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-540-43368-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Index Structures for Data Warehouses
Authors
Series Title
Lecture Notes in Computer Science
Series Volume
1859
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45935-4
DOI
10.1007/3-540-45935-9
Softcover ISBN
978-3-540-43368-2
Series ISSN
0302-9743
Edition Number
1
Number of Pages
X, 138
Topics