Data processing: database and file management or data structures – Database and file access – Query optimization
Reexamination Certificate
2011-05-17
2011-05-17
Lu, Kuen S (Department: 2163)
Data processing: database and file management or data structures
Database and file access
Query optimization
C707S718000
Reexamination Certificate
active
07945558
ABSTRACT:
One embodiment relates to a computer-implemented method to estimate a cardinality of a database query. Single table cardinalities are determined after application of selection predicates. In addition, pair-wise join selectivities are estimated without assuming independence between selection and join predicates. Said pair-wise join selectivities are multiplied with said single table cardinalities after application of the selection predicates. Another embodiment relates to a computer apparatus including a cardinality estimator. The cardinality estimator includes computer-readable instructions configured to (a) determine single table cardinalities after application of selection predicates from the database query, (b) estimate pair-wise join selectivities without assuming independence between the selection predicates and join predicates of the database query, and (c) multiply said pair-wise join selectivities with said single table cardinalities after application of the selection predicates. Other embodiments, aspects and features are also disclosed.
REFERENCES:
patent: 7010516 (2006-03-01), Leslie
patent: 7111025 (2006-09-01), Finlay et al.
patent: 7203685 (2007-04-01), Abdo et al.
patent: 2004/0010488 (2004-01-01), Chaudhuri et al.
patent: 2004/0215626 (2004-10-01), Colossi et al.
patent: 2004/0260675 (2004-12-01), Bruno et al.
patent: 2005/0071331 (2005-03-01), Gao et al.
patent: 2005/0131914 (2005-06-01), Abdo et al.
patent: 2005/0267866 (2005-12-01), Markl et al.
patent: 2005/0267877 (2005-12-01), Chaudhuri et al.
patent: 2007/0061288 (2007-03-01), Fuh et al.
patent: 2007/0124276 (2007-05-01), Weissman et al.
patent: 2007/0192283 (2007-08-01), Larson et al.
patent: 2007/0226176 (2007-09-01), Bestgen et al.
patent: 2008/0133454 (2008-06-01), Markl et al.
Estan et al., “End-biased Samples for Join Cardinality Estimation”, Apr. 2006, pp. 1-14.
Cristian Estan, and Jeffrey F. Naughton, “End-Biased Samples for Join Cardinality Estimation”, 22ndInternational Conference on Data Engineering (ICDE 2006), Apr. 2006, 14 sheets.
V. Markl, G.M. Lohman, and V. Raman, “LEO: An Autonomic Query Optimizer for DB2”, IBM Systems Journal, vol. 42, No. 1, 2003, pp. 98-106.
Hewlett--Packard Development Company, L.P.
Lu Kuen S
Pham Tuan
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