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:
Jun. 11, 2019
Filed:
Jan. 07, 2016
Applicant:
Cisco Technology, Inc., San Jose, CA (US);
Inventors:
Jean-Philippe Vasseur, Anchorage, AK (US);
Grégory Mermoud, Veyras, CH;
Laurent Sartran, Palaiseau, FR;
Assignee:
Cisco Technology, Inc., San Jose, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/00 (2006.01); H04L 29/06 (2006.01); H04L 12/707 (2013.01); G06N 20/00 (2019.01); H04L 12/725 (2013.01); G06F 21/55 (2013.01); H04L 12/751 (2013.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 21/552 (2013.01); G06N 20/00 (2019.01); H04L 45/22 (2013.01); H04L 45/306 (2013.01); H04L 45/02 (2013.01);
Abstract
In one embodiment, a device in a network receives traffic metrics for a plurality of applications in the network. The device populates a feature space for a machine learning-based anomaly detector. The device identifies a missing dataset in the feature space for a particular one of the plurality of applications. The device adjusts how traffic is sent in the network, to capture the missing dataset.