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Implement Bitmap Indexes

I was called upon to troubleshoot and fix a State Police query system that was experiencing slow query performance. The system was read-only except for a 30-minute window at night for data loading. Upon inspection of the SQL, I noted complex combinational WHERE clauses:

WHERE color=’BLU’ and make=’CHEVY’ and year=1997 and doors=2;

The distinct values for each of these columns were less than 200, and concatenated indexes were employed. Replacing the b-tree indexes with bitmap indexes resulted in a stunning performance improvement for the entire system, taking queries from 3 seconds down to under one-tenth of a second.

 
 
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