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:
Jun. 25, 2024

Filed:

Jan. 24, 2020
Applicant:

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

Inventors:

Shuo Li, Beijing, CN;

ShengYan Sun, Beijing, CN;

Xiaobo Wang, Beijing, CN;

Peng Hui Jiang, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/21 (2019.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01); G06N 5/02 (2023.01); G06N 5/04 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06F 16/217 (2019.01); G06F 11/302 (2013.01); G06F 11/3428 (2013.01); G06F 11/3452 (2013.01); G06N 5/02 (2013.01); G06N 5/04 (2013.01); G06N 20/20 (2019.01);
Abstract

Methods and systems for reducing database maintenance effort are disclosed. A method includes: collecting, by a computing device, a history of statistics for database objects; predicting, by the computing device, statistics using the history of statistics; testing, by the computing device, a workload using the predicted statistics; determining, by the computing device, at least one database object to maintain based on the testing the workload; and maintaining, by the computing device, the determined at least one database object.


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