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:
Aug. 25, 2026

Filed:

Feb. 17, 2023
Applicant:

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

Inventors:

Vinicius Michel Gottin, Rio de Janeiro, BR;

Herberth Birck Fröhlich, Florianópolis, BR;

Julia Drummond Noce, Rio de Janeiro, BR;

Ítalo Gomes Santana, Rio de Janeiro, BR;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/088 (2023.01); G06N 3/0455 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06N 3/0455 (2023.01);
Abstract

One example method includes obtaining, by a central node, an evaluation of a performance of a reference model deployed at an edge node, determining if the evaluation exceeds a threshold associated with the reference model, and incrementing a counter when the evaluation exceeds the threshold, when a counter value equals or exceeds a specified limit, performing an interpolation process to identify a new model having better expected performance than performance of the reference model, and deploying the new model in a shadow mode at the edge node.


Find Patent Forward Citations

Gottin, Vinicius. (2026). Drift forecasting for alternative model selection (U.S. Patent No. 12718108). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12718108

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

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