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

Zhizhen Zhong,Manya Ghobadi,Maximilian Balandat, Sanjeevkumar Katti,Abbas Kazerouni,Jonathan Leach,Mark McKillop,Ying Zhang

2021 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC)（2021）

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Abstract

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 4.76x faster wavelength deployment. (c) 2021 The Author(s)

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Key words

wavelength deployment,bayesian optimization system,real-world,firewall-based

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