Buy the ticket, take the ride --Hunter S. Thompson
The star schema and bitmap indexes are a marriage made in heaven.
The bitmap indexes and their use in accelerating star schema
joins is currently available in commercial databases only.
Corollary: never buy a database for data warehousing that does
not support star schema joins using bitmap indexes.
The advantages of bitmap indexes compared to b-tree indexes
are:
- Small
- Extremely fast AND operations on individual indexes created
for each low cardinality attribute
- Fast creation, no sorts required
The following bitmap indexes are created on the star schema example shown, to optimize the star
schema join:
- With Oracle, one bitmap index is created for each foreign key on the fact table: …