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MASOOD, MUHAMMAD UMAR

MASOOD, MUHAMMAD UMAR  

Dipartimento di Elettronica e Telecomunicazioni  

057921  

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Experimentally Characterized Digital Twin for Machine Learning Based EDFA Failure Prognostics / 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. - (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
Statistical Route Feasibility in Metro-Access Optical Networks for Next-Generation RAN X-Haul / Ali, Ahtisham; Rosso, Andrea; Masood, Muhammad Umar; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio. - (2026), pp. 236-240. ( 2025 IEEE 22nd International Conference on Smart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET) Topi, District Swabi (Pak) 02-04 December 2025) [10.1109/honet67928.2025.11318492]. 1-gen-2026 Ali, AhtishamRosso, AndreaMasood, Muhammad UmarGalardini, AlessandroCurri, Vittorio + Statistical_Route_Feasibility_in_Metro-Access_Optical_Networks_for_Next-Generation_RAN_X-Haul_honet2025_preprint.pdf; Statistical_Route_Feasibility_in_Metro-Access_Optical_Networks_for_Next-Generation_RAN_X-Haul_honet2025.pdf
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring / 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. - (2025). ( 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) Split (Cro) 18-20 September, 2025). 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
Capacity Assessment in Converged Metro-Access Optical Networks for end-to-end RAN Fronthaul / Ali, Ahtisham; Rosso, Andrea; Masood, Muhammad Umar; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio. - (2025), pp. 1-4. ( 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) Barcelona (Spa) 06-10 July 2025) [10.1109/icton67126.2025.11125312]. 1-gen-2025 Ali, AhtishamRosso, AndreaMasood, Muhammad UmarGalardini, AlessandroCurri, Vittorio + Capacity_Assessment_in_Converged_Metro-Access_Optical_Networks_for_end-to-end_RAN_Fronthaul.pdf; Icton2025_ahtisham_preprint.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. ( 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, 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. ( 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
Evaluating Metro-Access Optical Networks as-a-Service for Flexible RAN X-haul / 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. - (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
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). ( 2025 IEEE Photonics Society Summer Topicals Berlin (Ger) 21-23 Luglio 2025). 1-gen-2025 Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + Summer_topicals.pdf
Leveraging Digital Twins to Build Comprehensive Network Failure Databases for Predictive Machine Learning in Optical Transport Networks / 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. - (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, 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. ( 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
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). ( 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) Barcelona (Spa) 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. ( 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, 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. - (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
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). ( Optical Network Design and Modelling (ONDM) Pisa (Ita) 6-9 May 2025). 1-gen-2025 Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + Gulmina_ONDM_2025.pdf
Statistical Evaluation of Lightpath Feasibility in Converged Optical Metro-Access Networks / Ali, Ahtisham; Rosso, Andrea; Masood, Muhammad Umar; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio. - (2025), pp. 1-2. ( 2025 IEEE Photonics Society Summer Topicals Meeting Series (SUM) Berlin (Ger) July 21-23, 2025) [10.1109/sum65312.2025.11121770]. 1-gen-2025 Ali, AhtishamRosso, AndreaMasood, Muhammad UmarGalardini, AlessandroCurri, Vittorio + Statistical_Evaluation_of_Lightpath_Feasibility_in_Converged_Optical_Metro-Access_Networks.pdf; Statistical_Evaluation_of_Lightpath_Feasibility_in_Converged_Optical_Metro-Access_Networks_SUM2025_Preprint.pdf
Impact of Waveband and Wavelength Switching in the Next-Generation Optical Networks / Masood, MUHAMMAD UMAR; Khan, Ihtesham; Correia, Bruno; Tunesi, Lorenzo; Marchisio, Andrea; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2024). ( 24th International Conference on Transparent Optical Networks (ICTON) Bari (Italy) 14-18 July, 2024) [10.1109/ICTON62926.2024.10647953]. 1-gen-2024 Muhammad Umar MasoodIhtesham KhanBruno CorreiaLorenzo TunesiAndrea MarchisioPaolo BardellaAndrea CarenaVittorio Curri + Impact_of_Waveband_and_Wavelength_Switching_in_the_Next-Generation_Optical_Networks.pdf; Impact of Waveband and Wavelength Switching .pdf
Networking Study of Waveband/Wavelength Switching for Multi-Granular and Multi-Band Optical Networks / Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Marchisio, Andrea; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - (2024), pp. 4418-4423. ( 2024 IEEE Global Communications Conference Cape Town (SA) 08-12 December 2024) [10.1109/globecom52923.2024.10901718]. 1-gen-2024 Masood, Muhammad UmarKhan, IhteshamTunesi, LorenzoMarchisio, AndreaBardella, PaoloCarena, AndreaCurri, Vittorio + Networking_Study_of_Waveband_Wavelength_Switching_for_Multi-Granular_and_Multi-Band_Optical_Networks.pdf; C_GLOBECOM_2024_WSS_WBSS__ICC_rejected_.pdf
Waveband selective switch: a networking analysis for advanced optical transport networks in 6G and beyond technologies / Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; De Araujo, Bruno; Marchisio, Andrea; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - PC12894:(2024). ( SPIE Photonic West San Francisco, CA (USA) 27 January - 1 February 2024) [10.1117/12.3000994]. 1-gen-2024 Masood, Muhammad UmarKhan, IhteshamTunesi, LorenzoDe Araujo, BrunoMarchisio, AndreaBardella, PaoloCarena, AndreaCurri, Vittorio + C_SPIE_PW_2024_WBSS.pdf; PC12894-34poster.pdf; Marchisio-Waveband.pdf
A Comprehensive Network Performance Analysis of Multi-band Photonic Integrated WSS for 400G and 800G Transmission / Masood, Muhammad Umar; Tunesi, Lorenzo; Khan, Ihtesham; Correia, Bruno; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. ( 23rd International Conference on Transparent Optical Networks Bucharest, Romania 02-06 July 2023) [10.1109/ICTON59386.2023.10207198]. 1-gen-2023 Masood, Muhammad UmarTunesi, LorenzoKhan, IhteshamCorreia, BrunoBardella, PaoloCarena, AndreaCurri, Vittorio + A_Comprehensive_Network_Performance_Analysis_of_Multi-band_Photonic_Integrated_WSS_for_400G_and_800G_Transmission.pdf; C_ICTON_A_Comprehensive_Network_Performance_Analysis_of_Multi_band_Photonic_Integrated_WSS_for_400G_and_beyond_Transmission_27032023.pdf
A Machine Learning-Based Model for Characterizing Stationary-and-Dynamic Behavior of VCSEL / Khan, Ihtesham; Marchisio, Andrea; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2023), pp. 1-2. ( CLEO: Science and Innovations San Jose, CA, United States 7-12 May 2023) [10.1364/CLEO_AT.2023.JW2A.141]. 1-gen-2023 Ihtesham KhanAndrea MarchisioLorenzo TunesiMuhammad Umar MasoodVittorio CurriAndrea CarenaPaolo Bardella + cleo_fs-2023-jw2a.141.pdf; C_CLEO_A_Machine_Learning_Based_Model_for_Characterizing_Stationary_and_Dynamic_Behavior_of_VCSEL_02112022 (1).pdf