The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 21, 2025

Filed:

Sep. 05, 2023
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Sheng Yan Sun, Beijing, CN;

Peng Hui Jiang, Beijing, CN;

Xiao Ming Ma, Xi'an, CN;

Xue Ying Zhang, Xi'an, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2453 (2018.12); G06N 5/022 (2022.12); G06N 20/00 (2018.12);
U.S. Cl.
CPC ...
G06F 16/24542 (2018.12); G06N 5/022 (2012.12); G06N 20/00 (2018.12);
Abstract

Embodiments analyze a query pattern of an incoming query on a database, perform a semantic analysis of the query pattern of the incoming query, generate a re-write query that has an improved query performance in comparison to a query performance of the incoming query based on the analyzed query pattern and the semantic analysis; build a query model using machine learning based on at least one of the query pattern and the semantic analysis; and apply the re-write query by performing the re-write query on the database to provide the improved query performance.


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