BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment

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