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:
Feb. 18, 2025

Filed:

Dec. 30, 2022
Applicant:

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

Inventors:

Sheng Yan Sun, Beijing, CN;

Peng Hui Jiang, Beijing, CN;

Xiao Xiao Chen, Beijing, CN;

Ying Zhang, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/22 (2019.01); G06F 16/242 (2019.01); G06F 16/2457 (2019.01); G06F 18/2323 (2023.01);
U.S. Cl.
CPC ...
G06F 16/22 (2019.01); G06F 16/2425 (2019.01); G06F 16/24578 (2019.01); G06F 18/2323 (2023.01);
Abstract

A computer-implemented method, including receiving, by a processor set, a query including a query string for a system catalog; identifying, by the processor set, a default index structure of the system catalog; executing, by the processor set, the query based on the default index structure of each index in the system catalog; ranking, by the processor set, a performance of each execution of the query by each index; mapping, by the processor set, a query pattern to a corresponding index of the system catalog; selecting, by the processor set, the index to perform the query using a machine learning (ML) model trained with a knowledge base that includes the ranking and the mapping; executing, by the processor set, the query on the selected index; and in response to executing the query on the selected index, returning, by the processor set, a result of the query.


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