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.
Patent No.:
Date of Patent:
Jul. 26, 2022
Filed:
Nov. 22, 2019
Cisco Technology, Inc., San Jose, CA (US);
Jean-Philippe Vasseur, Saint Martin d'Uriage, FR;
Vinay Kumar Kolar, San Jose, CA (US);
Andrea Di Pietro, Lausanne, CH;
Grégory Mermoud, Veyras, CH;
Pierre-Andre Savalle, Rueil-Malmaison, FR;
Cisco Technology, Inc., San Jose, CA (US);
Abstract
In one embodiment, a service computes a data fidelity metric for network telemetry data used by a machine learning model to monitor a computer network. The service detects unacceptable performance of the machine learning model. The service determines a correlation between the data fidelity metric and the unacceptable performance of the machine learning model. The service adjusts generation of the network telemetry data for input to the machine learning model, based on the determined correlation between the data fidelity metric and the unacceptable performance of the machine learning model.