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:
Sep. 06, 2022
Filed:
Jul. 23, 2020
Applicant:
Marvell Asia Pte, Ltd., Singapore, SG;
Inventors:
Ilya Lyubomirsky, Pleasanton, CA (US);
Jamal Riani, Fremont, CA (US);
Assignee:
Marvell Asia Pte Ltd., Singapore, SG;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/173 (2006.01); H04L 41/0631 (2022.01); H04L 41/16 (2022.01); H04L 43/0817 (2022.01); H04L 43/04 (2022.01); G06F 15/16 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
H04L 41/0636 (2013.01); H04L 41/064 (2013.01); H04L 41/0645 (2013.01); H04L 41/16 (2013.01); H04L 43/04 (2013.01); H04L 43/0817 (2013.01); G06N 7/005 (2013.01);
Abstract
The present invention is directed to communication systems. According to a specific embodiment, the present invention provides a network device that collects telemetry measurements related to the quality of data communication. A machine learning algorithm generates probability determinations using the telemetry measurements and an inference model. The probability determinations are used to generate alarms signals or activate repair algorithms. There are other embodiments as well.