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Index Structures for Data Warehouses

  • Book
  • © 2002

Overview

Authors:
  1. Marcus Jürgens

    1. Fachbereich für Mathematik und Informatik, Institut für Informatik, Freie Universität Berlin, Berlin, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1859)

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Table of contents (8 chapters)

  1. Front Matter

    Pages I-X
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  2. Introduction

    Pages 1-4

  3. State of the Art of Data Warehouse Research

    Pages 5-14

  4. Data Storage and Index Structures

    Pages 15-34

  5. Mixed Integer Problems for Finding Optimal Tree-Based Index Structures

    Pages 35-41

  6. Aggregated Data in Tree-Based Index Structures

    Pages 43-62

  7. Performance Models for Tree-Based Index Structures

    Pages 63-89

  8. Techniques for Comparing Index Structures

    Pages 91-111

  9. Conclusion and Outlook

    Pages 113-115

  10. Back Matter

    Pages 117-132
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Keywords

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.

Authors and Affiliations

  • Fachbereich für Mathematik und Informatik, Institut für Informatik, Freie Universität Berlin, Berlin, Germany

    Marcus Jürgens

Bibliographic Information

  • Book Title: Index Structures for Data Warehouses

  • Authors: Marcus Jürgens

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/3-540-45935-9

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2002

  • Softcover ISBN: 978-3-540-43368-2Published: 13 March 2002

  • eBook ISBN: 978-3-540-45935-4Published: 31 July 2003

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: X, 138

  • Topics: Information Storage and Retrieval, Database Management

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