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BOW: First Real-World Demonstration of a Bayesian Optimization System for Wavelength Reconfiguration

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Abstract

We demonstrate a practical Bayesian Optimization system for wavelength reconfiguration at Facebook backbone. Our system uses a firewall for safe deployment. It is open-source, compatible with any vendor, and achieves 4.76× faster wavelength reconfiguration.

© 2021 The Author(s)

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More Like This
Bayesian Optimization-Based Algorithm to Improve the Quality of Transmission Estimation

Reda Ayassi, Ahmed Triki, Maxime Laye, Esther Le Rouzic, Noel Crespi, and Roberto Minerva
NeF2B.3 Photonic Networks and Devices (Networks) 2021

QoT-E Driven Optimized Amplifier Control in Disaggregated Optical Networks

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M3E.6 Optical Fiber Communication Conference (OFC) 2021

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