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

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.