Di CICCO, NICOLA

Di CICCO, NICOLA  

DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA  

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Risultati 1 - 17 di 17 (tempo di esecuzione: 0.026 secondi).
Titolo Data di pubblicazione Autori File
A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks 1-gen-2022 Abdullah QuranSebastian TroiaOmran AyoubNicola Di CiccoMassimo Tornatore
Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks 1-gen-2022 Di Cicco, NicolaIbrahimi, MëmëdheRottondi, CristinaTornatore, Massimo
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning 1-gen-2023 Di Cicco N.Ibrahimi M.Troia S.Tornatore M.
DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator 1-gen-2023 Di Cicco N.Tornatore M. +
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks 1-gen-2022 Ayoub O.Di Cicco N.Musumeci F.Tornatore M. +
Hollow-Core-Fiber Placement in Latency-Constrained Metro Networks with edgeDCs 1-gen-2024 Sticca G. S.Ibrahimi M.Di Cicco N.Musumeci F.Tornatore M.
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach 1-gen-2024 Di Cicco, NicolaIbrahimi, MëmëdheMusumeci, FrancescoPassera, ClaudioTornatore, Massimo +
Machine Learning-Based Line-Of-Sight Prediction in Urban Manhattan-Like Environments 1-gen-2023 Di Cicco, NicolaTornatore, Massimo +
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks 1-gen-2023 Aryanaz AttarpourMëmëdhe IbrahimiNicola Di CiccoFrancesco MusumeciMassimo Tornatore +
Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation 1-gen-2023 Di Cicco, NTornatore, M +
On Deep Reinforcement Learning for Static Routing and Wavelength Assignment 1-gen-2022 Di Cicco N.Mercan E. F.Karandin O.Ayoub O.Troia S.Musumeci F.Tornatore M.
Optimization over time of reliable 5G-RAN with network function migrations 1-gen-2022 Di Cicco N.Tonini F.Raffaelli C. +
Poster: Continual Network Learning 1-gen-2023 Di Cicco N.Antichi G.Tornatore M. +
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C + L) networks 1-gen-2023 Giovanni SticcaMëmëdhe IbrahimiFrancesco MusumeciNicola Di CiccoMassimo Tornatore +
Throughput Maximization in (C+L+S) Networks with Incremental Deployment of HFAs and 3Rs 1-gen-2024 G. S. SticcaM. IbrahimiN. Di CiccoF. MusumeciM. Tornatore
Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks 1-gen-2023 Di Cicco N.Ibrahimi M.Tornatore M. +
Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service 1-gen-2023 Di Cicco, NTornatore, M +