Index Structures for Data Warehouses
Jürgens, Marcus.
Index Structures for Data Warehouses [electronic resource] / by Marcus Jürgens. - 1st ed. 2002. - X, 138 p. online resource. - Lecture Notes in Computer Science, 1859 1611-3349 ; . - Lecture Notes in Computer Science, 1859 .
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.
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.
9783540459354
10.1007/3-540-45935-9 doi
Information storage and retrieval systems.
Database management.
Information Storage and Retrieval.
Database Management.
QA75.5-76.95
025.04
Index Structures for Data Warehouses [electronic resource] / by Marcus Jürgens. - 1st ed. 2002. - X, 138 p. online resource. - Lecture Notes in Computer Science, 1859 1611-3349 ; . - Lecture Notes in Computer Science, 1859 .
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.
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.
9783540459354
10.1007/3-540-45935-9 doi
Information storage and retrieval systems.
Database management.
Information Storage and Retrieval.
Database Management.
QA75.5-76.95
025.04