公开(公告)号：US20200012748A1

公开(公告)日：2020-01-09

申请号：US16026132

申请日：2018-07-03

Applicant: Cisco Technology, Inc.

Inventor： Karthikeyan Ganesan ,  Anand Gurumurthy ,  Vishal Satyendra Desai ,  Jerome Henry ,  Pooya Monajemi

IPC: G06F17/50 ,  H04L29/08 ,  H04L12/26 ,  H04L12/24 ,  G06N99/00

Abstract: In one embodiment, a service maintains a plurality of machine learning-based client behavioral models. Each behavioral model models wireless client behavior of a particular client type and configuration. The service selects one or more of the behavioral models to emulate the modeled one or more wireless client behaviors in a wireless network. The service controls, by using the selected one or more behavioral models, one or more emulation points in the wireless network to generate wireless client traffic in the wireless network that exhibits the modeled one or more wireless client behaviors. The service obtains performance metrics from the wireless network associated with the generated wireless client traffic.