EDGE ARTIFICIAL INTELLIGENCE (AI) GUARDIAN: AI-POWERED PREDICTIVE AND SELF-HEALING FOR BIDIRECTIONAL FORWARDING DETECTION (BFD) AND INTERNET PROTOCOL SECURITY (IPSEC) TUNNELS IN SOFTWARE-DEFINED WIDE AREA NETWORK (SD-WAN)

Inventor(s)

• Krushnarajendra H R

Abstract

Current Software-Defined Wide Area Network (SD-WAN) solutions are reactive and centralized, lacking the ability to predict and autonomously heal tunnel degradations before outages occur.  To address these limitations, the techniques presented herein implement Edge AI Guardian, a system configured to deploy a lightweight on-device Artificial Intelligence (AI) agent on edge routers to predict tunnel failures in real time, autonomously perform local self-healing actions, and generate natural-language Generative Artificial Intelligence (GenAI)-based root cause summaries without requiring centralized network management connectivity.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.

Recommended Citation

H R, Krushnarajendra, "EDGE ARTIFICIAL INTELLIGENCE (AI) GUARDIAN: AI-POWERED PREDICTIVE AND SELF-HEALING FOR BIDIRECTIONAL FORWARDING DETECTION (BFD) AND INTERNET PROTOCOL SECURITY (IPSEC) TUNNELS IN SOFTWARE-DEFINED WIDE AREA NETWORK (SD-WAN)", Technical Disclosure Commons, ()
https://www.tdcommons.org/dpubs_series/10231