Applications of Distributed Learning for Optical Communications Networks
Behnam Shariati, Pooyan Safari, Johannes Fischer · OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF) · 2020
In this talk, we will present a privacy-preserving distributed learning framework, which enables shared governance and ownership of ML models. The framework can contribute to the realization of autonomous optical networking and transmission paradigm.