RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano

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Titolo Data di pubblicazione Autori File
Exploiting DPDK in Containerized Environment with Unsupported Hardware In corso di stampa Leila AskariPayam MajidzadehOmran AyoubMassimo Tornatore
ML-Assisted Restoration Planning and Upgrade with Low Design Margins In corso di stampa O. KarandinF. MusumeciM. 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
Resource Re-Allocation for Pre-Planned Power Outages in Optical Networks 1-gen-2024 Qiaolun ZhangAchille PattavinaMassimo Tornatore +
Routing, Channel, Key-Rate and Time-Slot Assignment for QKD in Optical Networks 1-gen-2024 Zhang, QiaolunAyoub, OmranGatto, AlbertoWu, JunMusumeci, FrancescoTornatore, Massimo
Progressive Quantum Key Distribution Network Recovery after Massive Failures 1-gen-2023 Li, MengyaoZhang, QiaolunGatto, AlbertoBregni, StefanoYang, ZongshuaiTornatore, Massimo
IC-QKD: An Information-Centric Quantum Key Distribution Network 1-gen-2023 Zhang, QiaolunAyoub, OmranTornatore, Massimo +
Quantum Key Distribution with Trusted Relay using an ETSI-compliant Software-Defined Controller 1-gen-2023 Zhang, QiaolunGatto, AlbertoTornatore, MassimoVerticale, Giacomo +
Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation 1-gen-2023 Di Cicco, NTornatore, M +
Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service 1-gen-2023 Di Cicco, NTornatore, M +
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks 1-gen-2023 Aryanaz AttarpourMëmëdhe IbrahimiNicola Di CiccoFrancesco MusumeciMassimo Tornatore +
Meta-Learning-based Failure Localization with Digital-Twin-enabled Multi-Mirror Models in Optical Networks 1-gen-2023 Francesco MusumeciMassimo Tornatore +
Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks 1-gen-2023 Di Cicco N.Ibrahimi M.Tornatore M. +
DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator 1-gen-2023 Di Cicco N.Tornatore M. +
Poster: Continual Network Learning 1-gen-2023 Di Cicco N.Antichi G.Tornatore M. +
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning 1-gen-2023 Di Cicco N.Ibrahimi M.Troia S.Tornatore M.
Machine Learning-Based Line-Of-Sight Prediction in Urban Manhattan-Like Environments 1-gen-2023 Di Cicco, NicolaTornatore, Massimo +
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C + L) networks 1-gen-2023 Giovanni SticcaMëmëdhe IbrahimiFrancesco MusumeciNicola Di CiccoMassimo Tornatore +
Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties 1-gen-2023 Oleg KarandinFrancesco MusumeciMassimo Tornatore +
Experimental impact of power re-optimization in a mesh network 1-gen-2023 X. YangM. Tornatore +
Resource-efficient protection scheme for optical service units in fifth-generation fixed networks 1-gen-2023 Tornatore, Massimo +
Infrastructure-efficient Virtual-Machine Placement and Workload Assignment in Cooperative Edge-Cloud Computing Over Backhaul Networks 1-gen-2023 Tornatore, Massimo +
Guest Editors’ Introduction: Special Section on Robust and Reliable Networks of the Future 1-gen-2023 Tornatore, Massimo +
Maximizing Revenue With Adaptive Modulation and Multiple FECs in Flexible Optical Networks 1-gen-2023 Tornatore, Massimo +
Dual-Stage Planning for Elastic Optical Networks Integrating Machine-Learning-Assisted QoT Estimation 1-gen-2023 Rottondi, CristinaTornatore, Massimo +
Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost 1-gen-2023 Karandin O.Ayoub O.Musumeci F.Tornatore M. +
Resource Allocation in Optical Networks with Mode Group Division Multiplexing and Light Trail 1-gen-2023 Zhang, QiaolunGatto, AlbertoTornatore, Massimo +
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems 1-gen-2023 Ayoub, OmranTornatore, Massimo +
Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms 1-gen-2023 Ayoub O.Musumeci F.Tornatore M. +
Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning 1-gen-2023 Musumeci F.Tornatore M. +
Real-Time 59.2 Tb/s Unrepeated Transmission Over 201.6 km Using Ultra-Wideband SOA as High-Power Booster 1-gen-2023 Xiaohui ZhaoMassimo Tornatore +
Impact of WDM-Band Drop on $\mathrm{S}+\mathrm{C}+\mathrm{L}$ Multi-Band Optical Transmission Systems 1-gen-2023 Zhao, XiaohuiTornatore, Massimo +
An effective Strategy for Link Upgrade from C to C+L Band in Elastic Optical Backbone Networks 1-gen-2023 Massimo Tornatore +
Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Recon figuration 1-gen-2023 Massimo Tornatore +
Cost and Power-Consumption Analysis for Power Profile Monitoring in Optical Networks 1-gen-2023 Q. ZhangM. Tornatore +
A Novel Strategy of Carrier Cooperation with Coordinated Scheduling for Swift Failure/Disaster Recovery 1-gen-2023 Massimo Tornatore +
Reliable Provisioning With Degraded Service Using Multipath Routing From Multiple Data Centers in Optical Metro Networks 1-gen-2023 Tornatore, Massimo +
DRL-Assisted Reoptimization of Network Slice Embedding on EON-Enabled Transport Networks 1-gen-2023 Tornatore, Massimo +
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation 1-gen-2023 Omran AyoubSebastian TroiaMassimo TornatoreSilvia GiordanoCristina Rottondi +
Adaptive Entanglement Routing for Quantum Networks with Cutoff 1-gen-2023 Zhang, QiaolunGatto, AlbertoMusumeci, FrancescoTornatore, Massimo +
Evaluation of Power Consumption in 5G Networks at sub-6 GHz and mmWave 1-gen-2023 Brambilla, MattiaCerutti, MattiaTornatore, Massimo +
A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks 1-gen-2022 Abdullah QuranSebastian TroiaOmran AyoubNicola Di CiccoMassimo Tornatore
Federated-Learning-Assisted Failure-Cause Identification in Microwave Networks 1-gen-2022 Tandel T.Ayoub O.Musumeci F.Tornatore M. +
Availability Evaluation of Service Function Chains Under Different Protection Schemes 1-gen-2022 Askari L.Ayoub O.Musumeci F.Bregni S.Tornatore M. +
Minimizing Cost of Hierarchical OTN Traffic Grooming Boards in Mesh Networks 1-gen-2022 Attarpour A.Ibrahimi M.Musumeci F.Ragni M.Tornatore M. +
Selective Hybrid EDFA/Raman Amplifier Placement to Avoid Lightpath Degradation in (C+L) Networks 1-gen-2022 Ibrahimi M.Musumeci F.Tornatore M. +
Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths 1-gen-2022 Musumeci F.Tornatore M. +
Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks 1-gen-2022 Di Cicco, NicolaIbrahimi, MëmëdheRottondi, CristinaTornatore, Massimo
Dynamic Decomposition of Service Function Chain Using a Deep Reinforcement Learning Approach 1-gen-2022 Tornatore, M +
Flexible Technologies to Increase Optical Network Capacity 1-gen-2022 Tornatore, M +
Mostrati risultati da 1 a 50 di 498
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