research
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09/29/2021
Federated Learning over Next-Generation Ethernet Passive Optical Networks
Federated Learning (FL) is a distributed machine learning (ML) type of p...
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09/18/2021
Passive Optical Networking for 5G and Beyond 5G Low-Latency Mobile Fronthauling Services
Passive optical network (PON) technology offers an attractive cost-effic...
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05/06/2019
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
This paper proposes DeepRMSA, a deep reinforcement learning framework fo...
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01/24/2019
On Throughput Optimization and Bound Analysis in Cache-Enabled Fiber-Wireless Access Networks
The backhaul of fiber-wireless (FiWi) access networks is facing the band...
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12/15/2018
