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:
Jul. 14, 2026

Filed:

Jul. 29, 2024
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Jean-Philippe Vasseur, Combloux, FR;

Grégory Mermoud, Venthône, CH;

Pierre-André Savalle, Rueil-Malmaison, FR;

Assignee:

Cisco Technology, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/16 (2022.01); G06F 3/06 (2006.01); G06N 3/044 (2023.01); H04L 45/02 (2022.01);
U.S. Cl.
CPC ...
H04L 41/16 (2013.01); G06F 3/0605 (2013.01); G06N 3/044 (2023.01); H04L 45/08 (2013.01);
Abstract

In one embodiment, a device obtains a training dataset to train a machine learning model to predict a quality of experience metric for an online application accessible via a computer network. The device identifies a range of modifications to a telemetry metric in the training dataset that would be realistic with respect to the computer network and the online application. The device receives feedback from a user interface regarding the range of modifications to the telemetry metric. The device augments the training dataset with additional values of the telemetry metric in accordance with the feedback from the user interface.


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