Index Structures for Data Warehouses / Edition 1
by Marcus Jurgens, Marcus J. Rgens
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
Overview
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.
Product Details
- ISBN-13:
- 9783540433682
- Publisher:
- Springer Berlin Heidelberg
- Publication date:
- 04/08/2002
- Series:
- Lecture Notes in Computer Science Series, #1859
- Edition description:
- 2002
- Pages:
- 138
- Product dimensions:
- 6.42(w) x 9.24(h) x 0.36(d)
Table of Contents
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.
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