ESTIMATING THE LOADED EXECUTION RUNTIME OF A DATABASE QUERY

Patent №

US 7,895,192

Granted

2011-02-22

Filed 2007

Owner

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11880392

In a method for estimating a loaded execution runtime of database query, a database query for a database is received for a loaded database. Load information for the database is received. A prediction of query runtime tree is accessed. The prediction of query runtime tree is built from historical query information regarding historical database queries previously executed on the database. The prediction of query runtime tree includes a classifier function adjusted for an historical impact of loading of the database. The database query is processed through the prediction of query runtime tree, such that a loaded execution runtime of the database query is estimated based upon information pertaining to historical database queries similar to the database query.

AI classification

Machine learning1.00
Knowledge representation0.93
AI hardware0.92
Planning0.82
Natural language0.05
Vision0.01
Evolutionary computation0.01
Speech0.00

Ownership

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

assignment · 196260532

Assignors

MEHTA, ABHAY, GUPTA, CHETAN K., DAYAL, UMESHWAR

On an employer assignment, the assignors are typically the inventors.

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