公开(公告)号：US20240340225A1

公开(公告)日：2024-10-10

申请号：US18296058

申请日：2023-04-05

Applicant: Cisco Technology, Inc.

Inventor： Evan K Pease ,  Mohammad Shami ,  Yao Zhao ,  Younghwan Go

IPC: H04L41/16 ,  G06N20/00

CPC classification number: H04L41/16 ,  G06N20/00

Abstract: In one aspect, a method of utilization analysis of network devices include receiving a set of information associated with performance of the network devices operating in a network, processing using a trained machine learning model the set of information to identify one or more variables indicative of performance of the network devices, the machine learning model being trained to receive as input the set of device utilization information, identify the one or more variables, and provide as output an analysis of the performance of one or more of the network devices, and generating a user interface to display on a user device a visual representation of the output of the trained machine learning model.