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:
Feb. 06, 2024
Filed:
Jun. 07, 2019
Cisco Technology, Inc., San Jose, CA (US);
David Tedaldi, Zurich, CH;
Pierre-Andre Savalle, Rueil-Malmaison, FR;
Sharon Shoshana Wulff, Zurich, CH;
Jean-Philippe Vasseur, Saint Martin d'uriage, FR;
Grégory Mermoud, Veyras VS, CH;
CISCO TECHNOLOGY, INC., San Jose, CA (US);
Abstract
In one embodiment, a device classification service receives telemetry data indicative of behavioral characteristics of a plurality of devices in a network. The service obtains side information for the telemetry data. The service applies metric learning to the telemetry data and side information, to construct a distance function. The service uses the distance function to cluster the telemetry data into device clusters. The service associates a device type label with a particular device cluster.