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. 07, 2024

Filed:

Jun. 14, 2023
Applicant:

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

Inventors:

Grégory Mermoud, Venthône, CH;

Jean-Philippe Vasseur, Combloux, FR;

Romain Kakko-Chiloff, Paris, FR;

Pierre-André Savalle, Rueil-Malmaison, FR;

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9035 (2019.01); G06F 16/28 (2019.01); H04L 41/16 (2022.01); H04L 41/5009 (2022.01); H04L 51/02 (2022.01);
U.S. Cl.
CPC ...
H04L 41/5009 (2013.01); H04L 41/16 (2013.01); H04L 51/02 (2013.01);
Abstract

In one embodiment, a device trains, using feedback from a reference cohort of users of an online application, a prediction model to predict a quality of experience metric for the online application based on network telemetry. The device uses the prediction model to predict quality of experience metrics for different cohorts of users of the online application. The device makes one or more comparisons between performance metrics for the prediction model for the different cohorts of users, based on the quality of experience metrics predicted for the different cohorts of users. The device retrains, based on the one or more comparisons, the prediction model using feedback from the reference cohort and a particular cohort from among the different cohorts of users.


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