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. 03, 2026

Filed:

Aug. 06, 2024
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Mihai Lazar, Nepean, CA;

Vinay Sawal, Fremont, CA (US);

Ramesh Ganapathi, Chennai, IN;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/65 (2018.01);
U.S. Cl.
CPC ...
G06F 8/65 (2013.01);
Abstract

A system can identify respective anonymized results of respective firmware upgrades of respective computer systems resulting from performing respective instances of federated learning on the respective computer systems. The system can aggregate the anonymized results to produce aggregated results. The system can identify software operating on a computer system, firmware components of the computer system that are to be upgraded, and a type of the computer system. The system can input the software, the firmware components, and the type to a trained machine learning model, to produce an output that indicates one or more respective firmware components of the computer system to upgrade with one or respective more firmware types, wherein the trained machine learning model was trained with the aggregated results. The system can upgrade the one or more firmware components of the computer system with the one or more firmware types based on the output.


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Lazar, Mihai. (2026). Selecting and validating firmware for telecommunications servers (U.S. Patent No. 12783228). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783228

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