Index Structures for Data Warehouses

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.