Popularity Prediction for Social Media over Arbitrary Time Horizons
Daniel Haimovich, Dima Karamshuk, Thomas Leeper, Evgeniy Riabenko, Milan Vojnovic
BOW: First Real-World Demonstration of a Bayesian Optimization System for Wavelength Reconfiguration
Optical Fiber Communication Conference (OFC)
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.
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