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:
Oct. 21, 2025
Filed:
Dec. 07, 2022
Exfo Solutions Sas, Saint-Jacques-de-la-Lande, FR;
Thierry Boussac, Rennes, FR;
Fabrice Pelloin, Rennes, FR;
EXFO Solutions SAS, Saint-Jacques-de-la-Lande, FR;
Abstract
A method includes receiving network data describing operation of a network including a plurality of anomalies; clustering the network data to obtain clusters of groups of correlated anomalies; responsive to labeling the clusters of groups of correlated anomalies, utilizing the labels for the network data to train a model for automatic classification; and providing the model for automatic classification of additional network data. The clusters can be described through interpretable clustering (tree learning on cluster labels) (usage for description) or the cluster of interest can be deployed (again, tree learning on cluster labels) (usage for automatic classification).