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.

Date of Patent:
Jan. 31, 2023

Filed:

Mar. 31, 2020
Applicant:

Juniper Networks, Inc., Sunnyvale, CA (US);

Inventors:

Jisheng Wang, Palo Alto, CA (US);

Xiaoying Wu, Sunnyvale, CA (US);

Shmuel Shaffer, Palo Alto, CA (US);

David Jea, San Jose, CA (US);

Assignee:

Juniper Networks, Inc., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/0631 (2022.01); G06N 20/00 (2019.01); G06F 16/22 (2019.01); G06N 7/00 (2006.01); G06F 11/07 (2006.01); G05B 23/02 (2006.01);
U.S. Cl.
CPC ...
H04L 41/064 (2013.01); G05B 23/0281 (2013.01); G05B 23/0289 (2013.01); G05B 23/0294 (2013.01); G06F 11/079 (2013.01); G06F 11/0754 (2013.01); G06F 11/0793 (2013.01); G06F 16/2228 (2019.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G05B 2219/24198 (2013.01); G05B 2219/24199 (2013.01); G05B 2219/24204 (2013.01);
Abstract

Disclosed are embodiments for automatically resolving faults in a complex network system. Some embodiments monitor one or more of system operational parameter values and message exchanges between network components. A machine learning model detects a fault in the complex network system, and an action is selected based on a cause of the fault. After the action is applied to the complex network system, additional monitoring is performed to either determine the fault has been resolved or additional actions are to be applied to further resolve the fault.


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