Invention Grant
- Patent Title: Prediction of network device control plane instabilities
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Application No.: US15432385Application Date: 2017-02-14
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Publication No.: US10977574B2Publication Date: 2021-04-13
- Inventor: Dmitry Goloubew , Gonzalo Salgueiro , Enzo Fenoglio , Hugo Latapie , Andre Surcouf
- Applicant: Cisco Technology, Inc.
- Applicant Address: US CA San Jose
- Assignee: Cisco Technology, Inc.
- Current Assignee: Cisco Technology, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Behmke Innovation Group LLC
- Agent Kenneth J. Heywood; James J. Wong
- Main IPC: H04L12/825
- IPC: H04L12/825 ; H04L12/24 ; G06N99/00 ; G06N20/00 ; H04L12/26 ; G06N3/04 ; G06N7/00 ; G06N3/08 ; H04L12/707 ; H04L12/803
Abstract:
In one embodiment, a device in a network receives control plane packet data indicative of control plane packets for a control plane in the network. The device models the control plane using a machine learning model based on the control plane packet data. The device predicts an instability in the control plane using the machine learning model. The device causes performance of a mitigation action based on the predicted instability in the control plane.
Public/Granted literature
- US20180234348A1 PREDICTION OF NETWORK DEVICE CONTROL PLANE INSTABILITIES Public/Granted day:2018-08-16
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