Archivio Istituzionale della RicercaAMBROSONE, RENATO
AMBROSONE, RENATO
Dipartimento di Elettronica e Telecomunicazioni
098655
Experimentally Characterized Digital Twin for Machine Learning Based EDFA Failure Prognostics
2026 Mohamed, Mashboob Cheruvakkadu; D'Ingillo, Rocco; Ambrosone, Renato; Masood, Muhammad Umar; Malik, Gulmina; Straullu, Stefano; Nespola, Antonino; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Intent-Driven Slicing Across Federated Compute and Optical Transport Networks
2026 Kretsis, A.; Soumplis, P.; Casellas, R.; Ambrosone, R.; Schips, R.; Curri, V.; Robles, P. Armingol; De Dios, O. González; López, A. G. Buendía; Fernández, E.; Christodoulopoulos, K.; Yiannopoulos, K.; Nespola, A.; Varvarigos, E.
Open-Source Telemetry Plane for Integrating Optical Sensing with Network Orchestration: ML-Aided Alerts for Proactive Restoration
2026 Ambrosone, Renato; Malik, Gulmina; Schips, Riccardo; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Virgillito, Emanuele; Curri, Vittorio
Control and Telemetry in Optical Multiplex Section Enhanced by OpenConfig Model
2025 Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Curri, Vittorio
Covert Speech Detection via Polarization Dynamics in 10 Gbps IMDD Optical Fiber Links
2025 Kouiani, Hamze Ghorbani; Straullu, Stefano; Ambrosone, Renato; Virgillito, Emanuele; Curri, Vittorio
Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring
2025 Malik, Gulmina; Masood, Muhammad Umar; Ambrosone, Renato; Dipto, Imran Chowdery; Mohamed, Mashboob Cheruvakkadu; Ali, Ahtisham; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction
2025 Mohamed, Mashboob Cheruvakkadu; Ambrosone, Renato; Masood, Muhammad Umar; Malik, Gulmina; Straullu, Stefano; Bhyri, Sai Kishore; Pedro, João; Napoli, Antonio; Galimberti, Gabriele Maria; Wakim, Walid; Curri, Vittorio
Dynamic Service Provisioning and Control Relying on Time-Varying Telemetry-Driven QoT Digital-Twin
2025 Ambrosone, Renato; Casellas, Ramon; Schips, Riccardo; Giorgetti, Alessio; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Morro, Roberto; Curri, Vittorio
Evaluating Metro-Access Optical Networks as-a-Service for Flexible RAN X-haul
2025 Ali, Ahtisham; Zeb, Sanwal; Rosso, Andrea; Masood, Muhammad Umar; Malik, Gulmina; Ambrosone, Renato; Schips, Riccardo; Straullu, Stefano; Aquilino, Francesco; Pedro, João; Napoli, Antonio; Galardini, Alessandro; Curri, Vittorio
Leveraging Digital Twins to Build Comprehensive Network Failure Databases for Predictive Machine Learning in Optical Transport Networks
2025 Mohamed, Mashboob Cheruvakkadu; Ambrosone, Renato; D'Ingillo, Rocco; Masood, Muhammad Umar; Malik, Gulmina; Straullu, Stefano; Bhyri, Sai Kishore; Pedro, João; Napoli, Antonio; Galimberti, Gabriele Maria; Wakim, Walid; Curri, Vittorio
Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks
2025 Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Ambrosone, Renato; Malik, Gulmina; D'Ingillo, Rocco; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin
2025 Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Dipto, Imran Chowdhury; Ambrosone, Renato; Malik, Gulmina; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Optimizing RAN X-Haul Performance through Targeted Hollow-Core Fiber Deployment in Converged Metro-Access Networks
2025 Ali, Ahtisham; Zeb, Sanwal; Rosso, Andrea; Masood, Muhammad Umar; Malik, Gulmina; Ambrosone, Renato; Schips, Riccardo; Correia, Bruno; Straullu, Stefano; Aquilino, Francesco; Pedro, João; Napoli, Antonio; Galardini, Alessandro; Curri, Vittorio
Proactive Sensing of Environmental Events Through Optical Data Networks: a Path to Intelligent Resilience
2025 Clivati, Cecilia; Donadello, Simone; Levi, Filippo; Calonico, Davide; Ambrosone, Renato; Centonze, Rossella; Notarstefano, Federico; Virgillito, Emanuele; Govoni, Aladino; Margheriti, Lucia; Vassallo, Maurizio; Herrero, Andrè; Bontempi, Sergio; Loiacono, Daniele; Straullu, Stefano; Nespola, Antonino; Hovsepyan, Marianna; Carpentieri, Francesco; Curri, Vittorio
QoT Digital Twin for Bridging Physical Layer Knowledge Gaps in Multi-Domain Networks
2025 Ambrosone, Renato; D’Amico, Andrea; Schips, Riccardo; Rosso, Andrea; Le Rouzic, Esther; Melin, Stefan; Straullu, Stefano; Borraccini, Giacomo; Aquilino, Francesco; Nishizawa, Hideki; Kishore Bhyri, Sai; Grammel, Gert; Curri, Vittorio
Statistical Assessment of System Margin in Metro Networks Impaired by PDL
2025 Miotto, Enrico; D'Amico, Andrea; Ambrosone, Renato; Aquilino, Francesco; Straullu, Stefano; Curri, Vittorio
Deep Learning Gain and Tilt Adaptive Digital Twin Modeling of Optical Line Systems for Accurate OSNR Predictions
2024 D'Ingillo, Rocco; D'Amico, Andrea; Ambrosone, Renato; Virgillito, Emanuele; Gatto, Vittorio; Straullu, Stefano; Aquilino, Francesco; Curri, Vittorio
Enhancing Optical Multiplex Section QoT Estimation Using Scalable Gray-box DNN
2024 D'Ingillo, Rocco; D'Amico, Andrea; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Curri, Vittorio
Enhancing Whitebox Optical SDN Control Using OpenROADM Models
2024 Schips, Riccardo; Morro, Roberto; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Piat, Anna Chiadò; Curri, Vittorio
Optical Amplified Line Self-Healing Using GNPy as a Service by the SDN Control
2024 Ambrosone, Renato; D'Amico, Andrea; D'Ingillo, Rocco; Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Experimentally Characterized Digital Twin for Machine Learning Based EDFA Failure Prognostics / Mohamed, M.C., D'Ingillo, R., Ambrosone, R., Masood, M.U., Malik, G., Straullu, S., Nespola, A., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2026). (Optical Fiber Communication Conference, 2026 Los Angeles (USA) 15-19 March 2026). | 1-gen-2026 | Mohamed, Mashboob CheruvakkaduD'Ingillo, RoccoAmbrosone, RenatoMasood, Muhammad UmarMalik, GulminaStraullu, StefanoNespola, AntoninoCurri, Vittorio + | Mashboob_ofc26-7.pdf; Th2A.19.pdf |
| Intent-Driven Slicing Across Federated Compute and Optical Transport Networks / Kretsis, A., Soumplis, P., Casellas, R., Ambrosone, R., Schips, R., Curri, V., Robles, P.A., De Dios, O.G., López, A.G.B., Fernández, E., Christodoulopoulos, K., Yiannopoulos, K., Nespola, A., Varvarigos, E.. - (2026). (Optical Fiber Communication Conference (OFC) 2026 Los Angeles (USA) 15–19 March 2026) [10.1364/ofc.2026.m3z.6]. | 1-gen-2026 | Ambrosone, R.Schips, R.Curri, V.Nespola, A. + | ofc-2026-m3z.6.pdf; OFC_demo.pdf |
| Open-Source Telemetry Plane for Integrating Optical Sensing with Network Orchestration: ML-Aided Alerts for Proactive Restoration / Ambrosone, R., Malik, G., Schips, R., Straullu, S., Aquilino, F., Nespola, A., Virgillito, E., Curri, V.. - (2026). (2026 Optical Fiber Communications Conference and Exhibition (OFC) Los Angeles (USA) 15–19 March 2026) [10.1364/ofc.2026.m3z.2]. | 1-gen-2026 | Ambrosone, RenatoMalik, GulminaSchips, RiccardoStraullu, StefanoNespola, AntoninoVirgillito, EmanueleCurri, Vittorio + | Open-Source_Telemetry_Plane_for_Integrating_Optical_Sensing_with_Network_Orchestration_ML-Aided_Alerts_for_Proactive_Restoration.pdf |
| Control and Telemetry in Optical Multiplex Section Enhanced by OpenConfig Model / Schips, R., Ambrosone, R., Straullu, S., Aquilino, F., Nespola, A., Curri, V.. - (2025), pp. 1-4. (International Conference on Transparent Optical Networks (ICTON) Barcellona (Spa) 6-10 Luglio, 2025) [10.1109/icton67126.2025.11125126]. | 1-gen-2025 | Schips, RiccardoAmbrosone, RenatoStraullu, StefanoNespola, AntoninoCurri, Vittorio + | Control_and_Telemetry_in_Optical_Multiplex_Section_Enhanced_by_OpenConfig_Model.pdf |
| Covert Speech Detection via Polarization Dynamics in 10 Gbps IMDD Optical Fiber Links / Kouiani, H.G., Straullu, S., Ambrosone, R., Virgillito, E., Curri, V.. - (2025), pp. 1-4. (2025 European Conference on Optical Communications (ECOC) Copenhagen (Den) 28 September 2025 - 02 October 2025) [10.1109/ecoc66593.2025.11263157]. | 1-gen-2025 | Straullu, StefanoAmbrosone, RenatoVirgillito, EmanueleCurri, Vittorio + | Covert_Speech_Detection_via_Polarization_Dynamics_in_10_Gbps_IMDD_Optical_Fiber_Links.pdf |
| Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring / Malik, G., Masood, M.U., Ambrosone, R., Dipto, I.C., Mohamed, M.C., Ali, A., Straullu, S., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025), pp. 1-4. (2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) Barcelona (Spa) July 06-10, 2025) [10.1109/icton67126.2025.11125473]. | 1-gen-2025 | Malik, GulminaMasood, Muhammad UmarAmbrosone, RenatoDipto, Imran ChowderyMohamed, Mashboob CheruvakkaduAli, AhtishamStraullu, StefanoCurri, Vittorio + | Demonstration_of_Real-Time_AI-Enabled_Smart_Fault_Detection_using_State-of-Polarization_Monitoring.pdf; Demonstration_of_Real-Time_AI-Enabled_Smart_Fault_Detection_using_State-of-Polarization_Monitoring_Icton2025_preprint.pdf |
| Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction / Mohamed, M.C., Ambrosone, R., Masood, M.U., Malik, G., Straullu, S., Bhyri, S.K., Pedro, J., Napoli, A., Galimberti, G.M., Wakim, W., Curri, V.. - (2025), pp. 1-6. (2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) Split (Cro) 18-20 September 2025). | 1-gen-2025 | Mohamed, Mashboob CheruvakkaduAmbrosone, RenatoMasood, Muhammad UmarMalik, GulminaStraullu, StefanoCurri, Vittorio + | 2025234936.pdf; Digital_Twin-Integrated_Binary_Classifier_ML_Model_for_EDFA_Failure_Prediction.pdf |
| Dynamic Service Provisioning and Control Relying on Time-Varying Telemetry-Driven QoT Digital-Twin / Ambrosone, R., Casellas, R., Schips, R., Giorgetti, A., Straullu, S., Aquilino, F., Nespola, A., Morro, R., Curri, V.. - (2025), pp. 1-6. (2025 International Conference on Optical Network Design and Modeling (ONDM) Pisa (Ita) May 06-09, 2025) [10.23919/ondm65745.2025.11029362]. | 1-gen-2025 | Ambrosone, RenatoSchips, RiccardoStraullu, StefanoNespola, AntoninoCurri, Vittorio + | ONDM_25___ALLEGRO__SDN.pdf; Dynamic_Service_Provisioning_and_Control_Relying_on_Time-Varying_Telemetry-Driven_QoT_Digital-Twin.pdf |
| Evaluating Metro-Access Optical Networks as-a-Service for Flexible RAN X-haul / Ali, A., Zeb, S., Rosso, A., Masood, M.U., Malik, G., Ambrosone, R., Schips, R., Straullu, S., Aquilino, F., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - (2025), pp. 1-6. (IEEE Conference on Standards for Communications and Networking (CSCN) Bologna (Ita) 15-17 September 2025) [10.1109/CSCN67557.2025.11230596]. | 1-gen-2025 | Ali, AhtishamZeb, SanwalRosso, AndreaMasood, Muhammad UmarMalik, GulminaAmbrosone, RenatoSchips, RiccardoStraullu, StefanoGalardini, AlessandroCurri, Vittorio + | Evaluating_Metro-Access_Optical_Networks_as-a-Service_for_Flexible_RAN_X-haul.pdf; Evaluating_Metro-Access_Optical_Networks_as-a-Service_for_Flexible_RAN_X-haul_preprint.pdf |
| Leveraging Digital Twins to Build Comprehensive Network Failure Databases for Predictive Machine Learning in Optical Transport Networks / Mohamed, M.C., Ambrosone, R., D'Ingillo, R., Masood, M.U., Malik, G., Straullu, S., Bhyri, S.K., Pedro, J., Napoli, A., Galimberti, G.M., Wakim, W., Curri, V.. - (2025), pp. 1-6. (2025 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) Delhi (Ind) 15-18 Dicembre 2025) [10.1109/ants66931.2025.11430070]. | 1-gen-2025 | Mohamed, Mashboob CheruvakkaduAmbrosone, RenatoD'Ingillo, RoccoMasood, Muhammad UmarMalik, GulminaStraullu, StefanoCurri, Vittorio + | Leveraging_Digital_Twins_to_Build_Comprehensive_Network_Failure_Databases_for_Predictive_Machine_Learning_in_Optical_Transport_Networks.pdf; Leveraging_Digital_Twins_to_Build_Comprehensive_Network_Failure_Databases_for_Predictive_Machine_Learning_in_Optical_Transport_Networks.pdf |
| Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks / Mohamed, M.C., Masood, M.U., Ambrosone, R., Malik, G., D'Ingillo, R., Straullu, S., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025), pp. 1-6. (2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) Barcelona (Spa) 26-29 May 2025) [10.1109/icmlcn64995.2025.11140450]. | 1-gen-2025 | Mohamed, Mashboob CheruvakkaduMasood, Muhammad UmarAmbrosone, RenatoMalik, GulminaD'Ingillo, RoccoStraullu, StefanoCurri, Vittorio + | Machine_Learning_Agents_Leveraging_Digital_Twins_for_Failure_Prediction_in_Optical_Networks.pdf; p446-cheruvakkadu_mohamed.pdf |
| Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin / Mohamed, M.C., Masood, M.U., Dipto, I.C., Ambrosone, R., Malik, G., Straullu, S., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025), pp. 1-6. (International Conference on Optical Network Design and Modeling (ONDM) Pisa (Ita) 06-09 May 2025) [10.23919/ondm65745.2025.11029222]. | 1-gen-2025 | Mohamed, Mashboob CheruvakkaduMasood, Muhammad UmarDipto, Imran ChowdhuryAmbrosone, RenatoMalik, GulminaStraullu, StefanoCurri, Vittorio + | Network_Data_Based_Transfer_Learning_Failure_Prediction_Agent_Pre-Trained_Using_Digital_Twin.pdf; Network_Data_Based_Transfer_Learning_Failure_Prediction_Agent_Pre-Trained_Using_Digital_Twin.pdf |
| Optimizing RAN X-Haul Performance through Targeted Hollow-Core Fiber Deployment in Converged Metro-Access Networks / Ali, A., Zeb, S., Rosso, A., Masood, M.U., Malik, G., Ambrosone, R., Schips, R., Correia, B., Straullu, S., Aquilino, F., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - (2025), pp. 1-6. (2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) Split (Cro) 18-20 September 2025) [10.23919/SoftCOM66362.2025.11197410]. | 1-gen-2025 | Ali, AhtishamZeb, SanwalRosso, AndreaMasood, Muhammad UmarMalik, GulminaAmbrosone, RenatoSchips, RiccardoCorreia, BrunoStraullu, StefanoGalardini, AlessandroCurri, Vittorio + | Optimizing_RAN_X-Haul_Performance_Through_Targeted_Hollow-Core_Fiber_Deployment_in_Converged_Metro-Access_Networks.pdf; Optimizing_RAN_X-Haul_Performance_Through_Targeted_Hollow-Core_Fiber_Deployment_in_Converged_Metro-Access_Networks_preprint.pdf |
| Proactive Sensing of Environmental Events Through Optical Data Networks: a Path to Intelligent Resilience / Clivati, C., Donadello, S., Levi, F., Calonico, D., Ambrosone, R., Centonze, R., Notarstefano, F., Virgillito, E., Govoni, A., Margheriti, L., Vassallo, M., Herrero, A., Bontempi, S., Loiacono, D., Straullu, S., Nespola, A., Hovsepyan, M., Carpentieri, F., Curri, V.. - (2025), pp. 1-4. (2025 European Conference on Optical Communications (ECOC) Copenhagen (Den) 28 September 2025 - 02 October 2025) [10.1109/ecoc66593.2025.11263064]. | 1-gen-2025 | Clivati, CeciliaLevi, FilippoCalonico, DavideAmbrosone, RenatoCentonze, RossellaNotarstefano, FedericoVirgillito, EmanueleVassallo, MaurizioStraullu, StefanoNespola, AntoninoHovsepyan, MariannaCurri, Vittorio + | ECOC_invited_Proactive_sensing_intelligent_resilience.pdf; Proactive_Sensing_of_Environmental_Events_Through_Optical_Data_Networks_a_Path_to_Intelligent_Resilience.pdf |
| QoT Digital Twin for Bridging Physical Layer Knowledge Gaps in Multi-Domain Networks / Ambrosone, R., D’Amico, A., Schips, R., Rosso, A., Le Rouzic, E., Melin, S., Straullu, S., Borraccini, G., Aquilino, F., Nishizawa, H., Kishore Bhyri, S., Grammel, G., Curri, V.. - (2025). (Optical Fiber Communication Conference (OFC) 2025 San Francisco (USA) 30 March – 3 April 2025). | 1-gen-2025 | Renato AmbrosoneAndrea D’AmicoRiccardo SchipsAndrea RossoStefano StraulluGiacomo BorracciniVittorio Curri + | OFC25___OOPT_PSE.pdf; ofc-2025-w4g.3.pdf |
| Statistical Assessment of System Margin in Metro Networks Impaired by PDL / Miotto, E., D'Amico, A., Ambrosone, R., Aquilino, F., Straullu, S., Curri, V.. - (2025). (Optical Fiber Communication Conference (OFC) 2025 San Francisco (USA) 30 March - 3 April 2025). | 1-gen-2025 | Miotto, EnricoD'Amico, AndreaAmbrosone, RenatoStraullu, StefanoCurri, Vittorio + | ofc-2025-m3f.5.pdf; PDL_OFC_2025.pdf |
| Deep Learning Gain and Tilt Adaptive Digital Twin Modeling of Optical Line Systems for Accurate OSNR Predictions / D'Ingillo, R., D'Amico, A., Ambrosone, R., Virgillito, E., Gatto, V., Straullu, S., Aquilino, F., Curri, V.. - STAMPA. - (2024). (International Conference on Optical Network Design and Modeling (ONDM) Madrid (Spain) 06-09 May 2024) [10.23919/ondm61578.2024.10582772]. | 1-gen-2024 | D'Ingillo, RoccoD'Amico, AndreaAmbrosone, RenatoVirgillito, EmanueleGatto, VittorioCurri, Vittorio + | ONDM24_ML_GAIN_TILT (9).pdf; D_Ingillo-Deep.pdf |
| Enhancing Optical Multiplex Section QoT Estimation Using Scalable Gray-box DNN / D'Ingillo, R., D'Amico, A., Ambrosone, R., Straullu, S., Aquilino, F., Curri, V.. - (2024). (IEEE Photonics Conference (IPC) 2024 Roma (Ita) 10-14 Novembre 2024) [10.1109/IPC60965.2024.10799669]. | 1-gen-2024 | D'Ingillo, RoccoD'Amico, AndreaAmbrosone, RenatoStraullu, StefanoCurri, Vittorio + | IPC_ML_LOCAL_GLOBAL (16).pdf; Enhancing_Optical_Multiplex_Section_QoT_Estimation_Using_Scalable_Gray-box_DNN.pdf |
| Enhancing Whitebox Optical SDN Control Using OpenROADM Models / Schips, R., Morro, R., Ambrosone, R., Straullu, S., Aquilino, F., Nespola, A., Piat, A.C., Curri, V.. - ELETTRONICO. - (2024), pp. 7-12. (IEEE 25th International Conference on High Performance Switching and Routing (HPSR) Pisa (Italy) 22-24 July 2024) [10.1109/hpsr62440.2024.10636006]. | 1-gen-2024 | Schips, RiccardoAmbrosone, RenatoCurri, Vittorio + | IEEE_HPSR24.pdf; Ambrosone-Enhancing.pdf |
| Optical Amplified Line Self-Healing Using GNPy as a Service by the SDN Control / Ambrosone, R., D'Amico, A., D'Ingillo, R., Virgillito, E., Straullu, S., Aquilino, F., Curri, V.. - ELETTRONICO. - (2024), pp. 1-4. (24th International Conference on Transparent Optical Networks (ICTON) Bari (Italy) 14-18 July 2024) [10.1109/icton62926.2024.10647520]. | 1-gen-2024 | Ambrosone, RenatoD'Amico, AndreaD'Ingillo, RoccoVirgillito, EmanueleCurri, Vittorio + | ICTON2024_Self_Healing (1).pdf; Ambrosone-Optical.pdf |