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:
May. 05, 2026

Filed:

Jan. 16, 2020
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Perepu Satheesh Kumar, Chennai, IN;

Saravanan M, Chennai, IN;

Senthamiz Selvi Arumugam, Solna, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/047 (2023.01); G06N 3/098 (2023.01); G06N 20/00 (2019.01); G06Q 10/087 (2023.01);
U.S. Cl.
CPC ...
G06Q 10/047 (2013.01); G06N 3/098 (2023.01); G06N 20/00 (2019.01); G06Q 10/087 (2013.01);
Abstract

A method performed by a local client computing device is provided. The method includes training a local model using data from the local client computing device, resulting in a local model update; sending the local model update to a central server computing device; receiving from the central server computing device a first updated global model; determining that the first updated global model does not meet a local criteria, wherein determining that the first updated global model does not meet a local criteria comprises computing a score based on the first updated global model, wherein the score exceeds a threshold; in response to determining that the first updated global model does not meet a local criteria, sending to the central server computing device context information; and receiving from the central server computing device a second updated global model.


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