학술논문

Near Real-Time Autonomous Multi-Flow Routing with Dynamic Optical Bypass Management
Document Type
Conference
Source
2024 International Conference on Optical Network Design and Modeling (ONDM) Optical Network Design and Modeling (ONDM), 2024 International Conference on. :1-3 May, 2024
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Photonics and Electrooptics
Image motion analysis
Computer vision
Optical design
Optical fiber networks
Routing
Deep reinforcement learning
Real-time systems
Autonomous Routing
Optical Bypass
Language
Abstract
Distributed autonomous flow routing is enabled by using multiple coordinated models and in-band network telemetry. A load manager organizes the operation of flow agents based on Deep Reinforcement Learning for optical bypass management. Delay constraints guarantees with optical bypass utilization is showcased.

Online Access