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:
Nov. 10, 2026

Filed:

May. 10, 2023
Applicant:

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

Inventors:

Suresh Kumar Golconda, Fremont, CA (US);

Nickolas Kavantzas, Emerald Hills, NH (US);

Neha Tomar, Bangalore, IN;

Lubomir Nerad, Redwood Shores, CA (US);

Abhinav Kumar, Bangalore, IN;

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

The present disclosure relates to systems and methods for enhancing computer services with parallel models. A training dataset can be generated. Computer models can be trained using the training dataset. Second data can be partitioned into a set of data subsets. Each data subset can be allocated to a different computer model. Projections of data points can be generated by executing each computer model using a corresponding data subset. Relative differences between the projections can be determined. An output of the computer models can be provided by aggregating the projections of data points.


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Golconda, Suresh. (2026). Enhancing nearest neighbor algorithm using a set of parallel models (U.S. Patent No. 12792961). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12792961

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