Index Structures for Data Warehouses

Marcus Jürgens (Autor)

Buch | Softcover

X, 138 Seiten

2002
Springer Berlin (Verlag)
9783540433682 (ISBN)

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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.

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.

Erscheint lt. Verlag	13.3.2002
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 138 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 233 mm
Gewicht	236 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Mathematik / Informatik ► Informatik ► Software Entwicklung
Schlagworte	Aggregated Data Querying • Bitmap Indexing • content analysis • Database • Database Queries • data storage • Data Warehouse • Data-warehouse-Konzept • Data Warehouses • Hardcover, Softcover / Informatik, EDV/Informatik • HC/Informatik, EDV/Informatik • Heuristic Techniques • indexing • Index Structures • Performance • Query Performance • query processing • Tree-Based Index St • Tree-Based Index Structures
ISBN-13	9783540433682 / 9783540433682
Zustand	Neuware