Archivio Istituzionale della RicercaSTRAULLU, STEFANO
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Ali, Ahtisham; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; 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
Deep Learning Based Early Earthquake Detection through Terrestrial Optical Networks
2025 Usmani, Fehmida; Awad, Hasan; Straullu, Stefano; Bratovich, Rudi; Virgillito, Emanuele; Aquilino, Francesco; Proietti, Roberto; 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
DSP-Based Nonlinear SNR Estimation via Longitudinal Power Monitoring in Commercial Coherent Receivers
2025 Bosco, Gabriella; Andrenacci, Lorenzo; Nespola, Antonino; Straullu, Stefano; Jiang, Yanchao; Piciaccia, Stefano; Pilori, Dario
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
Encompassing Filtering Effects in Transceiver Models for Converged Metro-Access Networks
2025 Rosso, Andrea; Miotto, Enrico; Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Castoldi, Andrea; Corsini, Raffaele; Curri, Vittorio
Experimental earthquake early detection through polarization changes in intelligent optical networks
2025 Awad, Hasan; Straullu, Stefano; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Aquilino, Francesco; Proietti, Roberto; Curri, Vittorio
Experimental Validation for Early Earthquake Detection Using Transfer Learning
2025 Awad, Hasan; Usmani, Fehmida; Straullu, Stefano; Bratovich, Rudi; Virgillito, Emanuele; Aquilino, Francesco; Proietti, Roberto; Curri, Vittorio
Experimental Validation on Using Optical Network-as-a-Sensor for Earthquake Early Warning
2025 Awad, Hasan; Bratovich, Rudi; Straullu, Stefano; Usmani, Fehmida; Virgillito, Emanuele; Aquilino, Francesco; Proietti, Roberto; Carpentieri, Francesco; Hovsepyan, Marianna; Gastaldello, Stefano; Curri, Vittorio
Implementation Penalties for Nonlinear Interference Estimation with Linear Least Squares Longitudinal Power Monitoring
2025 Andrenacci, Lorenzo; Nespola, Antonino; Straullu, Stefano; Jiang, Yanchao; Piciaccia, Stefano; Bosco, Gabriella; Pilori, Dario
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Is the Gaussian Channel Model Suitable for Converged Metro-Access Optical Networks?
2025 Rosso, Andrea; Miotto, Enrico; Virgillito, Emanuele; Straullu, Stefano; 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
Machine Learning for Predictive Multi-Event Detection in Fiber Optic Systems
2025 Malik, Gulmina; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; 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
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
SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Napoli, Antonio; Pedro, João; Wakim, Walid; 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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| - | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | AI-Driven_Fault_Prediction_and_Restoration_Leveraging_Real-Time_SOP_Monitoring.pdf; softCOM final.pdf |
| Control and Telemetry in Optical Multiplex Section Enhanced by OpenConfig Model / Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Curri, Vittorio. - (2025), pp. 1-4. (Intervento presentato al convegno International Conference on Transparent Optical Networks (ICTON) tenutosi a Barcellona (Spa) nel 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 |
| Deep Learning Based Early Earthquake Detection through Terrestrial Optical Networks / Usmani, Fehmida; Awad, Hasan; Straullu, Stefano; Bratovich, Rudi; Virgillito, Emanuele; Aquilino, Francesco; Proietti, Roberto; Curri, Vittorio. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) tenutosi a Barcelona (Spa) nel 06-10 July 2025) [10.1109/ICTON67126.2025.11125067]. | 1-gen-2025 | Usmani, FehmidaAwad, HasanStraullu, StefanoProietti, RobertoCurri, Vittorio + | Deep_Learning_Based_Early_Earthquake_Detection_through_Terrestrial_Optical_Networks.pdf; ICTON_2025.pdf |
| Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring / 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. - (2025), pp. 1-4. (Intervento presentato al convegno 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) tenutosi a Barcelona (Spa) nel 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, 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. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) tenutosi a Split (Cro) nel 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 |
| DSP-Based Nonlinear SNR Estimation via Longitudinal Power Monitoring in Commercial Coherent Receivers / Bosco, Gabriella; Andrenacci, Lorenzo; Nespola, Antonino; Straullu, Stefano; Jiang, Yanchao; Piciaccia, Stefano; Pilori, Dario. - ELETTRONICO. - (2025), pp. 1-5. (Intervento presentato al convegno 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) tenutosi a Barcelona (Spa) nel 06-10 July 2025) [10.1109/icton67126.2025.11125018]. | 1-gen-2025 | Bosco, GabriellaAndrenacci, LorenzoNespola, AntoninoStraullu, StefanoJiang, YanchaoPilori, Dario + | DSP-Based_Nonlinear_SNR_Estimation_via_Longitudinal_Power_Monitoring_in_Commercial_Coherent_Receivers.pdf; 2025_ICTON_LPM.pdf |
| Dynamic Service Provisioning and Control Relying on Time-Varying Telemetry-Driven QoT Digital-Twin / Ambrosone, Renato; Casellas, Ramon; Schips, Riccardo; Giorgetti, Alessio; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Morro, Roberto; Curri, Vittorio. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Pisa (Ita) nel 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 |
| Encompassing Filtering Effects in Transceiver Models for Converged Metro-Access Networks / Rosso, Andrea; Miotto, Enrico; Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Castoldi, Andrea; Corsini, Raffaele; Curri, Vittorio. - (2025), pp. 1-6. (Intervento presentato al convegno International Conference on Optical Network Design and Modelling (ONDM) 2025 tenutosi a Pisa (Ita) nel 06-09 May 2025) [10.23919/ondm65745.2025.11029341]. | 1-gen-2025 | Rosso, AndreaMiotto, EnricoVirgillito, EmanueleStraullu, StefanoCastoldi, AndreaCurri, Vittorio + | ONDM_2025___Filtering_Penalty.pdf; Encompassing_Filtering_Effects_in_Transceiver_Models_for_Converged_Metro-Access_Networks.pdf |
| Experimental earthquake early detection through polarization changes in intelligent optical networks / Awad, Hasan; Straullu, Stefano; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Aquilino, Francesco; Proietti, Roberto; Curri, Vittorio. - 13310:(2025), pp. 1-5. (Intervento presentato al convegno SPIE Photonics West - BiOS 2025 tenutosi a San Francisco (USA) nel 25 - 30 January 2025) [10.1117/12.3041899]. | 1-gen-2025 | Awad, HasanStraullu, StefanoUsmani, FehmidaVirgillito, EmanueleProietti, RobertoCurri, Vittorio + | 133100L.pdf; Experimental Earthquake Early Detection through Polarization Changes in Intelligent Optical Networks.pdf |
| Experimental Validation for Early Earthquake Detection Using Transfer Learning / Awad, Hasan; Usmani, Fehmida; Straullu, Stefano; Bratovich, Rudi; Virgillito, Emanuele; Aquilino, Francesco; Proietti, Roberto; Curri, Vittorio. - (2025), pp. 1-3. (Intervento presentato al convegno 2025 Optical Fiber Communications Conference and Exhibition (OFC) tenutosi a San Francisco (USA) nel 30 March - 03 April 2025). | 1-gen-2025 | Awad, HasanUsmani, FehmidaStraullu, StefanoVirgillito, EmanueleProietti, RobertoCurri, Vittorio + | Experimental_Validation_for_Early_Earthquake_Detection_Using_Transfer_Learning.pdf; Experimental Validation Using Transfer Learning for Early Earthquake Detection.pdf |
| Experimental Validation on Using Optical Network-as-a-Sensor for Earthquake Early Warning / Awad, Hasan; Bratovich, Rudi; Straullu, Stefano; Usmani, Fehmida; Virgillito, Emanuele; Aquilino, Francesco; Proietti, Roberto; Carpentieri, Francesco; Hovsepyan, Marianna; Gastaldello, Stefano; Curri, Vittorio. - (2025), pp. 1-5. (Intervento presentato al convegno 2025 International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Pisa (Ita) nel 06-09 May 2025) [10.23919/ONDM65745.2025.11029353]. | 1-gen-2025 | Awad, HasanStraullu, StefanoUsmani, FehmidaVirgillito, EmanueleProietti, RobertoMarianna, HovsepyanCurri, Vittorio + | Experimental_Validation_on_Using_Optical_Network-as-a-Sensor_for_Earthquake_Early_Warning.pdf; Experimental Validation on Using Optical Network as a Sensor for Earthquake Early Warning.pdf |
| Implementation Penalties for Nonlinear Interference Estimation with Linear Least Squares Longitudinal Power Monitoring / Andrenacci, Lorenzo; Nespola, Antonino; Straullu, Stefano; Jiang, Yanchao; Piciaccia, Stefano; Bosco, Gabriella; Pilori, Dario. - ELETTRONICO. - (2025), pp. 1-3. (Intervento presentato al convegno Optical Fiber Communication Conference (OFC) 2025 tenutosi a San Francisco (USA) nel 30 March–3 April 2025) [10.1364/OFC.2025.W3E.5]. | 1-gen-2025 | Lorenzo AndrenacciAntonino NespolaStefano StraulluYanchao JiangGabriella BoscoDario Pilori + | 2025_OFC_SNRNL_hard_decision.pdf; ofc-2025-w3e.5.pdf |
| Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning / Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio. - (2025). (Intervento presentato al convegno 2025 IEEE Photonics Society Summer Topicals tenutosi a Berlin (Ger) nel 21-23 Luglio 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Summer_topicals.pdf |
| Is the Gaussian Channel Model Suitable for Converged Metro-Access Optical Networks? / Rosso, Andrea; Miotto, Enrico; Virgillito, Emanuele; Straullu, Stefano; Curri, Vittorio. - (2025), pp. 1-4. (Intervento presentato al convegno International Conference on Transparent Optical Networks (ICTON) 2025 tenutosi a Barcelona (Spa) nel 06-10 July 2025) [10.1109/icton67126.2025.11125300]. | 1-gen-2025 | Rosso, AndreaMiotto, EnricoVirgillito, EmanueleStraullu, StefanoCurri, Vittorio | ICTON_2025_Is_the_Gaussian_Channel_Model_Suitable_for_Converged_Metro_Access_Optical_Networks.pdf; ICTON_2025_proceedings_Is_the_Gaussian_Channel_Model_Suitable_for_Converged_Metro_Access_Optical_Networks.pdf |
| Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks / 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. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) tenutosi a Barcelona (Spa) nel 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 |
| Machine Learning for Predictive Multi-Event Detection in Fiber Optic Systems / Malik, Gulmina; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio. - (2025). (Intervento presentato al convegno 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) tenutosi a Barcelona (Spa) nel 25-29 May 2025) [10.1109/ICMLCN64995.2025.11140455]. | 1-gen-2025 | Gulmina MalikMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Machine_Learning_for_Predictive_Multi-Event_Detection_in_Fiber_Optic_Systems.pdf |
| Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin / 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. - (2025), pp. 1-6. (Intervento presentato al convegno International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Pisa (Ita) nel 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 |
| QoT Digital Twin for Bridging Physical Layer Knowledge Gaps in Multi-Domain Networks / 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. - (2025). (Intervento presentato al convegno Optical Fiber Communication Conference (OFC) 2025 tenutosi a San Francisco (USA) nel 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 |
| SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration / Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio. - (2025). (Intervento presentato al convegno Optical Network Design and Modelling (ONDM) tenutosi a Pisa (Ita) nel 6-9 May 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Gulmina_ONDM_2025.pdf |
| Statistical Assessment of System Margin in Metro Networks Impaired by PDL / Miotto, Enrico; D'Amico, Andrea; Ambrosone, Renato; Aquilino, Francesco; Straullu, Stefano; Curri, Vittorio. - (2025). (Intervento presentato al convegno Optical Fiber Communication Conference (OFC) 2025 tenutosi a San Francisco (USA) nel 30 March - 3 April 2025). | 1-gen-2025 | Miotto, EnricoD'Amico, AndreaAmbrosone, RenatoStraullu, StefanoCurri, Vittorio + | ofc-2025-m3f.5.pdf; PDL_OFC_2025.pdf |