BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment
- Resource Type
- Conference
- Authors
- Zhong, Zhizhen; Ghobadi, Manya; Balandat, Maximilian; Katti, Sanjeevkumar; Kazerouni, Abbas; Leach, Jonathan; McKillop, Mark; Zhang, Ying
- Source
- 2021 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2021. :1-3 Jun, 2021
- Subject
- Communication, Networking and Broadcast Technologies
Photonics and Electrooptics
Optical fibers
Social networking (online)
Firewalls (computing)
Optical fiber communication
Bayes methods
Optimization
Open source software
- Language
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.