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:
Nov. 18, 2025

Filed:

Dec. 13, 2023
Applicant:

Arista Networks, Inc., Santa Clara, CA (US);

Inventors:

Krishna Prabhakar, Los Altos Hills, CA (US);

Rajarao Bhagya Prasad Nittur, Milpitas, CA (US);

Venkatesh Ramachandran, Bengaluru, IN;

Anoop Kumaran Nair, Thrikkakara, IN;

Rajesh Kumar Ganapathy Achari, Perumbavoor, IN;

Madhusudhan Chitradurga Sethuram Setty, Bengaluru, IN;

Assignee:

Arista Networks, Inc., Santa Clara, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06F 11/22 (2006.01); G06F 16/242 (2019.01); G06F 16/245 (2019.01); G06F 40/295 (2020.01); G06F 40/40 (2020.01); G06N 5/022 (2023.01); H04L 9/08 (2006.01); H04L 9/40 (2022.01); H04L 41/0806 (2022.01); H04L 41/0893 (2022.01); H04L 41/0894 (2022.01); H04L 41/0895 (2022.01); H04L 41/14 (2022.01); H04L 41/149 (2022.01); H04L 41/28 (2022.01); H04L 43/0876 (2022.01);
U.S. Cl.
CPC ...
G06F 11/0709 (2013.01); G06F 11/079 (2013.01); G06F 11/0793 (2013.01); G06F 11/2257 (2013.01); G06F 16/242 (2019.01); G06F 16/245 (2019.01); G06F 40/295 (2020.01); G06F 40/40 (2020.01); G06N 5/022 (2013.01); H04L 9/0825 (2013.01); H04L 41/0806 (2013.01); H04L 41/0893 (2013.01); H04L 41/0894 (2022.05); H04L 41/0895 (2022.05); H04L 41/145 (2013.01); H04L 41/149 (2022.05); H04L 41/28 (2013.01); H04L 43/0876 (2013.01); H04L 63/0823 (2013.01); H04L 63/083 (2013.01); H04L 63/0876 (2013.01); H04L 63/10 (2013.01); H04L 63/102 (2013.01);
Abstract

A method of operating a server is provided that includes providing, with the server, one or more services relating to network access control and management of a network, predicting a network configuration failure associated with the network with a failure prediction model, and generating a network configuration recommendation based on the predicted network configuration failure to avoid the predicted network configuration failure. The failure prediction model can be a machine-learning based network configuration failure prediction model that is trained on past network configuration failure events. Operated in this way, erroneous network configuration issues can be automatically identified and addressed in a timely fashion.


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