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:
Jun. 25, 2024

Filed:

Apr. 28, 2022
Applicant:

Hewlett Packard Enterprise Development Lp, Houston, TX (US);

Inventor:

Madhusoodhana Chari Sesha, Karnataka, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 47/2441 (2022.01); G06N 5/022 (2023.01); H04L 9/40 (2022.01); H04L 41/16 (2022.01); H04L 43/16 (2022.01); H04L 47/80 (2022.01);
U.S. Cl.
CPC ...
H04L 47/2441 (2013.01); G06N 5/022 (2013.01); H04L 41/16 (2013.01); H04L 43/16 (2013.01); H04L 47/805 (2013.01); H04L 63/0236 (2013.01); H04L 63/1425 (2013.01);
Abstract

Examples described herein relate to selectively forwarding traffic flows based on traffic flow classification. Examples include classifying a traffic flow into a first traffic class by a first machine learning (ML) model based on flow characteristics of the traffic flow. A second traffic class is determined based on a deviation between the flow characteristics of the traffic flow and average flow characteristics of each of the plurality of traffic classes. A quality metric for the first ML model is updated based on whether the first traffic class and the second traffic class match. The traffic flow is selectively forwarded based on the quality metric.


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