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. 03, 2026

Filed:

Mar. 29, 2021
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Tural Gulmammadov, Toronto, CA;

Manish Kumar, Bengaluru, IN;

Padala Siva Sai Ram Venkata Reddy, Bangalore, IN;

Hariram Kannan, Bangalore, IN;

David Hamm, Surrey, CA;

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2023.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06Q 10/0637 (2023.01); G06Q 30/0202 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/04 (2013.01); G06Q 10/06375 (2013.01); G06Q 30/0202 (2013.01);
Abstract

Techniques for configuring an entity are disclosed. The techniques include generating, based on multiple sets of features inputted into a machine learning model, predictions of multiple sets of performance metrics for multiple configurations of the entity. The techniques also include calculating a change in efficiency between each configuration in the multiple configurations and the base configuration based on a first set of performance metrics for the base configuration and a second set of performance metrics generated by the machine learning model for the configuration. The techniques further include determining, based on values of the change in efficiency calculated for the multiple configurations, a second set of configuration values with a highest increase in efficiency over the base configuration. The techniques additionally include causing the second set of configuration values to be outputted in association with the entity.


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Gulmammadov, Tural. (2026). Discrete optimization of configuration attributes (U.S. Patent No. 12541681). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12541681

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