TFS Tutorial:AI-enabled Network Automation in TeraFlowSDN Orchestrated Networks-Ricard Vilalta(CTTC) скачать в хорошем качестве

TFS Tutorial:AI-enabled Network Automation in TeraFlowSDN Orchestrated Networks-Ricard Vilalta(CTTC)

This Tutorial was delivered during the TeraFlowSDN Tutorial at SNS4SNS 2026 by Ricard Vilalta (CTTC, ETSI TFS Chair), who explained how AI is driving the evolution of Autonomous Networks (AN), moving from reactive operations to proactive, closed-loop intelligence. We first map the technical and organisational challenges to reaching higher AN levels and distil the key enablers (full-stack AI, Network Digital Twins, agentic automation, and intent-/data-model standardisation). We then show how these enablers are realised within ETSI TeraFlowSDN, highlighting current contributions such as Digital Twins for planning and assurance and autonomous agents for cross-domain orchestration and self-optimisation. We conclude with a forward-looking roadmap for secure, scalable, and adaptive automation, covering policy-guarded autonomy, explainable AI with human-in-the-loop controls, and multi-domain interoperability, aimed at accelerating carrier-grade deployment of AN.