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most citedCost and Power-Consumption Analysis for Power Profile Monitoring with Multiple Monitors per Link in Optical Networks

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physics.optics2026

Experimental Demonstration of Autonomous Class Aware Optimization via Digital Twin Aided Optical Network Agent

Marc Lawson, Ambashri Purkayastha, Camille Delezoide +3

We demonstrate on a network testbed a Digital Twin-aided multi-agent LLM for autonomous class-aware optical network management. The system detects soft failures and autonomously ad…