248 citations · 263 across the 4 of their papers we have counts for
4 papers · 1 filter
Federated Learning over Next-Generation Ethernet Passive Optical Networks
Oscar J. Ciceri, Carlos A. Astudillo, Zuqing Zhu +1
Federated Learning (FL) is a distributed machine learning (ML) type of processing that preserves the privacy of user data, sharing only the parameters of ML models with a common se…
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
Xiaoliang Chen, Baojia Li, Roberto Proietti +3
This paper proposes DeepRMSA, a deep reinforcement learning framework for routing, modulation and spectrum assignment (RMSA) in elastic optical networks (EONs). DeepRMSA learns the…
On Throughput Optimization and Bound Analysis in Cache-Enabled Fiber-Wireless Networks
Zhuojia Gu, Hancheng Lu, Zuqing Zhu
With the dense deployment of millimeter wave (mmWave) front ends and popularization of bandwidth-intensive applications, shared backhaul in fiber-wireless (FiWi) networks is still…
How the Network Topology, Traffic Distribution, and Routing Scheme Impact on the Spectrum Usage in Elastic Optical Networks
Haitao Wu, Fen Zhou, Zuqing Zhu +1
Elastic Optical Network (EON) has been considered as a promising optical networking technology to architect the next-generation backbone networks. Routing and Spectrum Assignment (…