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

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Mostrati risultati da 1 a 50 di 163
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Flow-Rule Generation for SDN Using LLMs with Retry-Based Deployment Validation 1-gen-2025 Anouar El HachimiNicola Di CiccoMëmëdhe IbrahimiFrancesco MusumeciMassimo Tornatore
Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN 1-gen-2025 Anouar El HachimiAryanaz AttarpourMëmëdhe IbrahimiSebastian TroiaMassimo TornatoreFrancesco Musumeci +
Hollow-Core Fibers for Latency-Constrained and Low-Cost Edge Data Center Networks 1-gen-2025 Sticca, Giovanni SimoneIbrahimi, MëmëdheMusumeci, FrancescoCicco, Nicola DiTornatore, Massimo
Capacity Sharing for Survivable Virtual Network Mapping Against Double-Link Failures 1-gen-2025 Zhang, QiaolunAyoub, OmranMusumeci, FrancescoTornatore, Massimo +
From amplifiers to OTN boards: Multi-layer optimization for low-cost optical metro networks 1-gen-2025 Aryanaz AttarpourSanaz GhaneMëmëdhe IbrahimiFrancesco MusumeciMassimo Tornatore +
An Overview on Multi-Layer Design of OTN-over-WDM Metro Networks with Low Equipment Cost 1-gen-2025 Attarpour, AryanazZadeh, Bita RahmatIbrahimi, MëmëdheMusumeci, FrancescoTornatore, Massimo +
On the Benefits of Programmable FON for Low-Cost OTN-Over-WDM Metro Networks 1-gen-2025 Attarpour, AryanazIbrahimi, MëmëdheMusumeci, FrancescoTornatore, Massimo +
Hollow Core Fiber as a Long-Term Solution for Capacity Scaling in Optical Networks 1-gen-2025 Giovanni Simone SticcaMëmëdhe IbrahimiNicola Di CiccoFrancesco MusumeciMassimo Tornatore
Data-Driven Failure Localization in Multi-Core Optical Networks 1-gen-2025 Ibrahimi, MëmëdheSticca, Giovanni S.Musumeci, FrancescoTornatore, Massimo +
Failure Localization in Disaggregated Optical Networks: Application of Vertical Federated Learning on Heterogeneous Data 1-gen-2025 Ibrahimi, MëmëdheTemiz, FatihMusumeci, FrancescoSticca, GiovanniTornatore, Massimo +
On the Benefits of Hollow-Core Fiber in Next-Generation Optical Networks [Invited] 1-gen-2025 Ibrahimi, MëmëdheSticca, Giovanni SimoneMusumeci, FrancescoTornatore, Massimo
Minimum-Cost Traffic Grooming in Metro Optical Networks with Co-Existing Muxponders and OTN Grooming Boards 1-gen-2025 Attarpour, AryanazIbrahimi, MËMËDHEMusumeci, FrancescoZhang, QiaolunTornatore, Massimo +
Addressing data scarcity in ML-based failure-cause identification in optical networks through generative models 1-gen-2025 Musumeci F. +
On the cross-layer restoration to address packet layer failures in P2MP-TRX-based WSONs 1-gen-2025 Musumeci F. +
Incremental planning with dual-fiber distributed Raman amplification in (C + L + S) networks 1-gen-2025 Sticca, Giovanni SimoneIbrahimi, MëmëdheDi Cicco, NicolaMusumeci, FrancescoTornatore, Massimo
Design with low cost of equipment for metro filterless optical networks 1-gen-2025 Karandin, OlegAyoub, OmranIbrahimi, MëmëdheMusumeci, FrancescoTornatore, Massimo +
Multi-Failure Localization in High-Degree ROADM-based Optical Networks using Rules-Informed Neural Networks 1-gen-2025 Q. ZhangM. IbrahimiF. MusumeciM. Tornatore +
Open Implementation of a Large Language Model Pipeline for Automated Configuration of Software-Defined Optical Networks 1-gen-2024 Nicola Di CiccoMëmëdhe IbrahimiSebastian TroiaFrancesco MusumeciMassimo Tornatore
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.
Resource-Efficient Implementation of Multiple Concurrent Tree-Based Models in P4 Switches using Feature Sharing 1-gen-2024 Karandin, OlegDi Cicco, NicolaMusumeci, FrancescoTornatore, Massimo +
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
On High-Power Optical Amplification in Hollow Core Fibers for Energy Efficiency and Network Throughput Maximization 1-gen-2024 Giovanni SticcaMëmëdhe IbrahimiNicola Di CiccoFrancesco MusumeciMassimo Tornatore
Power-consumption analysis for different IPoWDM network architectures with ZR/ZR+ and long-haul muxponders 1-gen-2024 Zhang, QiaolunIbrahimi, MemedheMusumeci, FrancescoTornatore, Massimo +
Joint QoT-aware optimization of OTN and WDM layers for low-cost optical metro networks 1-gen-2024 A. AttarpourM. IbrahimiN. Di CiccoF. MusumeciM. Tornatore +
Shared-Protected Backup Paths Assignment with Mode Group Division Multiplexing in Optical Networks 1-gen-2024 Jiaheng XiongQiaolun ZhangAlberto GattoFrancesco MusumeciMassimo Tornatore +
Network for AI: Communication-Efficient Federated Learning with MST-based Scheduling and Multi-Aggregation over Optical Networks 1-gen-2024 Ibrahimi M.Musumeci F.Tornatore M. +
ASAP hardware failure-cause identification in microwave networks using Venn-Abers predictors 1-gen-2024 N. Di CiccoM. IbrahimiF. Musumeci +
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach 1-gen-2024 Di Cicco, NicolaIbrahimi, MëmëdheMusumeci, FrancescoPassera, ClaudioTornatore, Massimo +
Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks 1-gen-2024 Ibrahimi M.Musumeci F.Tornatore M. +
Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited] 1-gen-2024 Mëmëdhe IbrahimiSebastian TroiaMassimo TornatoreFrancesco Musumeci +
Vertical Federated Learning for Failure Localization in Partially Disaggregated Optical Networks 1-gen-2024 Ibrahimi M.Temiz F.Musumeci F.Tornatore M.
Throughput Increase in Multi-Fiber Networks using Partial Lane-Change Capabilities 1-gen-2024 Karandin O.Musumeci F.Tornatore M. +
Routing, Channel, Key-Rate, and Time-Slot Assignment for QKD in Optical Networks 1-gen-2024 Zhang, QiaolunAyoub, OmranGatto, AlbertoWu, JunMusumeci, FrancescoTornatore, Massimo
Meta-Learning-based Failure Localization with Digital-Twin-enabled Multi-Mirror Models in Optical Networks 1-gen-2023 Francesco MusumeciMassimo Tornatore +
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks 1-gen-2023 Aryanaz AttarpourMëmëdhe IbrahimiNicola Di CiccoFrancesco MusumeciMassimo Tornatore +
ML-Assisted Restoration Planning and Upgrade with Low Design Margins 1-gen-2023 O. KarandinF. MusumeciM. Tornatore +
Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms 1-gen-2023 Ayoub O.Musumeci F.Tornatore M. +
Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost 1-gen-2023 Karandin O.Ayoub O.Musumeci F.Tornatore M. +
Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties 1-gen-2023 Oleg KarandinFrancesco MusumeciMassimo Tornatore +
Machine Learning for future optical network automation 1-gen-2023 F. MusumeciS. Troia +
Adaptive Entanglement Routing for Quantum Networks with Cutoff 1-gen-2023 Zhang, QiaolunGatto, AlbertoMusumeci, FrancescoTornatore, Massimo +
Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning 1-gen-2023 Musumeci F.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 +
Spectrum and Cost Savings from Beyond-100Gbaud Optical Transponders 1-gen-2022 Karandin, OlegMusumeci, FrancescoTornatore, Massimo +
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks 1-gen-2022 Ayoub, OmranMusumeci, FrancescoTornatore, Massimo +
Federated-Learning-Assisted Failure-Cause Identification in Microwave Networks 1-gen-2022 Tandel T.Ayoub O.Musumeci F.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. +
Minimizing Cost of Hierarchical OTN Traffic Grooming Boards in Mesh Networks 1-gen-2022 Attarpour A.Ibrahimi M.Musumeci F.Ragni M.Tornatore M. +
Low-Margin Optical-Network Design with Multiple Physical-Layer Parameter Uncertainties 1-gen-2022 Karandin O.Musumeci F.Tornatore M. +
If Not Here, There. Explaining Machine Learning Models for Fault Localization in Optical Networks 1-gen-2022 Karandin O.Ayoub O.Musumeci F.Tornatore M. +
Mostrati risultati da 1 a 50 di 163
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