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Marco Ruffini

ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller

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Apr 14, 2024
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Metro Access Network with Convergence of Coherent and Analog RoF Data Services

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Aug 21, 2023
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Self-Normalizing Neural Network, Enabling One Shot Transfer Learning for Modeling EDFA Wavelength Dependent Gain

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Aug 04, 2023
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Experimental Demonstration of ML-Based DWDM System Margin Estimation

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Feb 16, 2023
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ML Approach for Power Consumption Prediction in Virtualized Base Stations

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Jan 13, 2023
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Fairness Guaranteed and Auction-based x-haul and Cloud Resource Allocation in Multi-tenant O-RANs

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Jan 02, 2023
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A Survey on Application of Machine Learning Techniques in Optical Networks

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Oct 05, 2018
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A Combinatorial Optimisation Approach to Designing Dual-Parented Long-Reach Passive Optical Networks

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Sep 06, 2011
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