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. 14, 2026

Filed:

Apr. 09, 2021
Applicant:

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

Inventors:

Abdullah Kayi, Westchester, NY (US);

Wei Zhang, Elmsford, NY (US);

Xiaodong Cui, Chappaqua, NY (US);

Alper Buyuktosunoglu, White Plains, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/25 (2023.01); H04L 67/10 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/251 (2023.01); H04L 67/10 (2013.01);
Abstract

Computer hardware and/or software that performs the following operations: (i) updating a machine learning model by synchronously applying, to the machine learning model, a first set of training results received from a set of trainers having respective training datasets; (ii) receiving, from one or more trainers of the set of trainers, a first set of metrics pertaining to at least some of the training results of the first set of training results; and (iii) based, at least in part, on the first set of metrics, determining to subsequently update the machine learning model via asynchronous application of subsequent training results received from respective trainers of the set of trainers.


Find Patent Forward Citations

Kayi, Abdullah. (2026). Dynamic distributed training of machine learning models (U.S. Patent No. 12602582). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12602582

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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