Method and system for data mining for automatic query optimization
View Patent ↗A database monitor tracks performance statistics and information about the execution of different SQL statements. A query optimizer benefits from these statistics when generating an access plan. In particular, the query optimizer, upon receiving an SQL statement, searches the records of the database monitor for similar SQL statements that have previously been executed. As part of determining the best access plan for the current SQL statement, the query optimizer considers the information retrieved from the database monitor. In this way, the access plan that is generated can automatically be tuned based on empirical performance evidence.
1. A method for generating an access plan, the method comprising the steps of:
maintaining in non-volatile memory a respective set of past performance statistics for each of a plurality of previously executed database queries;
identifying a set of host variables referenced within those respective sets of past performance statistics that relate to data skew performance degradation; and
forcing re-optimization to generate and store a new access plan for a current SQL statement if the current database query includes one or more host variables within the identified set of host variables.
2. The method of claim 1 , further comprising the step of:
determining if a current database query includes one or more of the identified set of host variables.
3. The method of claim 1 , wherein the step of identifying further includes the step of:
identifying a set of host variables references within those respective sets of past performance statistics that executed slower than estimated.
4. The method of claim 3 , wherein the step of identifying further includes the step of:
identifying the set of host variables references within those respective sets of past performance statistics that executed between 25 and 100 times slower than estimated.