Index Structures for Data Warehouses
Seiten
2002
|
2002
Springer Berlin (Verlag)
978-3-540-43368-2 (ISBN)
Springer Berlin (Verlag)
978-3-540-43368-2 (ISBN)
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.
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 |
| 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-10 | 3-540-43368-6 / 3540433686 |
| ISBN-13 | 978-3-540-43368-2 / 9783540433682 |
| Zustand | Neuware |
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