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MASOOD, MUHAMMAD UMAR

MASOOD, MUHAMMAD UMAR  

Dipartimento di Elettronica e Telecomunicazioni  

057921  

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AI-driven converged metro-access optical network-as-a-service with point-to-multipoint coherent optics for 6G X-Hauling / Zeb, S., Ali, A., Dipto, I.C., Rosso, A., Masood, M.U., Schips, R., Ambrosone, R., Straullu, S., Aquilino, F., Nespola, A., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 284:(2026). [10.1016/j.comnet.2026.112338] 1-gen-2026 Zeb, SanwalAli, AhtishamDipto, Imran ChowdhuryRosso, AndreaMasood, Muhammad UmarSchips, RiccardoAmbrosone, RenatoStraullu, StefanoNespola, AntoninoGalardini, AlessandroCurri, Vittorio + 1-s2.0-S1389128626003506-main.pdf; Comp_Net_Journal_Special_Issue_2025___Reconfigurable_Networks.pdf
Benefits of Selective Hollow-Core Fiber Deployment for 6G X-Haul in Converged Metro-Access Networks / Ali, A., Masood, M.U., Zeb, S., Rosso, A., Malik, G., Schips, R., Ambrosone, R., Straullu, S., Nespola, A., Correia, B., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - (2026), pp. 1-6. (2026 International Conference on Optical Network Design and Modelling (ONDM) Munich, Germany 12-15 May 2026) [10.23919/ondm68511.2026.11618872]. 1-gen-2026 Ali, AhtishamMasood, Muhammad UmarZeb, SanwalRosso, AndreaMalik, GulminaSchips, RiccardoAmbrosone, RenatoStraullu, StefanoNespola, AntoninoCorreia, BrunoGalardini, AlessandroCurri, Vittorio + -
Evaluating Capacity Scaling Strategies for Cost-Efficient Optical Network Evolution / Masood, M.U., Zeb, S., Khan, I., Curri, V.. - (2026). (Optical Fiber Communication Conference (OFC) 2026 Los Angeles (USA) 15–19 March 2026). 1-gen-2026 Muhammad Umar MasoodSanwal ZebIhtesham KhanVittorio Curri ofc-2026-w4a.1.pdf
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
Failure Prediction in Optical Transport Networks Through the Integration of Digital Twins and Deep Learning / Cheruvakkadu Mohamed, M., Ambrosone, R., Masood, M.U., Malik, G., Straullu, S., Nespola, A., Kishore Bhyri, S., Napoli, A., Pedro, J., Maria Galimberti, G., Wakim, W., Curri, V.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - 44:8(2026), pp. 2964-2973. [10.1109/JLT.2026.3655186] 1-gen-2026 Mashboob Cheruvakkadu MohamedRenato AmbrosoneMuhammad Umar MasoodGulmina MalikStefano StraulluAntonino NespolaVittorio Curri + Failure_Prediction_in_Optical_Transport_Networks_Through_the_Integration_of_Digital_Twins_and_Deep_Learning.pdf; Failure_Prediction_in_Optical_Transport_Networks_Through_the_Integration_of_Digital_Twins_and_Deep_Learning.pdf
LLM-Assisted Design and Analytics of Next-Generation Optical Transport Networks / Dipto, I.C., Zeb, S., Masood, M.U., Khan, I., Costa, N., Pedro, J., Napoli, A., Curri, V.. - ELETTRONICO. - (2026), pp. 442-448. (2026 IEEE 12th International Conference on Network Softwarization (NetSoft) Berlin (Ger) 29 June 2026 - 03 July 2026) [10.1109/netsoft70012.2026.11603451]. 1-gen-2026 Dipto, Imran ChowdhuryZeb, SanwalMasood, Muhammad UmarKhan, IhteshamCurri, Vittorio + LLM-Assisted_Design_and_Analytics_of_Next-Generation_Optical_Transport_Networks.pdf; Imran_NetSoft_2026.pdf
Machine Learning–Based Detection and Classification of Overlapping Fiber Anomalies / Malik, G., Masood, M.U., Ali, A., Cheruvakkadu Mohamed, M., Straullu, S., Nespola, A., Kishore Bhyri, S., Napoli, A., Ao Pedro, J.o., Maria Galimberti, G., Wakim, W., Curri, V.. - In: IEEE PHOTONICS TECHNOLOGY LETTERS. - ISSN 1041-1135. - 38:16(2026), pp. 1157-1160. [10.1109/LPT.2026.3678082] 1-gen-2026 Gulmina MalikMuhammad Umar MasoodAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluAntonino NespolaVittorio Curri + Machine_LearningBased_Detection_and_Classification_of_Overlapping_Fiber_Anomalies.pdf; Machine_Learning-Based_Detection_and_Classification_of_Overlapping_Fiber_Anomalies.pdf
Real-Time Vibration Anomaly Detection in Operational Metropolitan Optical Networks Using Machine Learning / Malik, G., Masood, M.U., Ambrosone, R., Ali, A., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2026). (30th International Conference on Optical Network Design and Modelling (ONDM) Munich, Germany ). 1-gen-2026 Gulmina MalikMuhammad Umar MasoodRenato AmbrosoneAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + -
Reinforcement Learning to Enhance Digital Twin Based EDFA Fault Prediction in Optical Networks / Mohamed, M.C., Ambrosone, R., Masood, M.U., Malik, G., Straullu, S., Nespola, A., Bhyri, S.K., Napoli, A., Pedro, J., Srivallapanondh, S., Galimberti, G.M., Wakim, W., Curri, V.. - In: IEEE PHOTONICS TECHNOLOGY LETTERS. - ISSN 1041-1135. - 38:17(2026), pp. 1227-1230. [10.1109/lpt.2026.3681516] 1-gen-2026 Mohamed, Mashboob CheruvakkaduAmbrosone, RenatoMasood, Muhammad UmarMalik, GulminaStraullu, StefanoNespola, AntoninoCurri, Vittorio + Reinforcement_Learning_to_Enhance_Digital_Twin_Based_EDFA_Fault_Prediction_in_Optical_Networks.pdf; Reinforcement_Learning_to_Enhance_Digital_Twin-Based_EDFA_Fault_Prediction_in_Optical_Networks.pdf
Statistical Analysis of end-to-end Route Feasibility in Converged Metro–Access Optical Networks / Ali, A., Masood, M.U., Rosso, A., Malik, G., Pollone, M., Galardini, A., Curri, V.. - In: IEEE PHOTONICS TECHNOLOGY LETTERS. - ISSN 1041-1135. - (2026). [10.1109/LPT.2026.3653136] 1-gen-2026 Ahtisham AliMuhammad Umar MasoodAndrea RossoGulmina MalikAlessandro GalardiniVittorio Curri + Statistical_Analysis_of_end-to-end_Route_Feasibility_in_Converged_MetroAccess_Optical_Networks.pdf; Statistical_Analysis_of_end-to-end_Route_Feasibility_in_Converged_MetroAccess_Optical_Networks_preprint.pdf
Statistical Route Feasibility in Metro-Access Optical Networks for Next-Generation RAN X-Haul / Ali, A., Rosso, A., Masood, M.U., Pollone, M., Galardini, A., Curri, V.. - (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
Sustainable 6G Optical Any-Haul with Coherent Pluggables in Converged Metro-Access / Ali, A., Zeb, S., Masood, M.U., Rosso, A., Malik, G., Ambrosone, R., Schips, R., Pollone, M., Straullu, S., Aquilino, F., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - (2026), pp. 517-522. (2026 IEEE 12th International Conference on Network Softwarization (NetSoft) Berlin (Ger) 29 June 2026 - 03 July 2026) [10.1109/netsoft70012.2026.11603470]. 1-gen-2026 Ali, AhtishamZeb, SanwalMasood, Muhammad UmarRosso, AndreaMalik, GulminaAmbrosone, RenatoSchips, RiccardoStraullu, StefanoGalardini, AlessandroCurri, Vittorio + Sustainable_6G_Optical_Any-Haul_with_Coherent_Pluggables_in_Converged_Metro-Access_Postprint.pdf; Sustainable_6G_Optical_Any-Haul_with_Coherent_Pluggables_in_Converged_Metro-Access_preprint.pdf
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring / Malik, G., Dipto, I.C., Masood, M.U., Ali, A., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (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, A., Rosso, A., Masood, M.U., Pollone, M., Galardini, A., Curri, V.. - (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, 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
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
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning / Malik, G., Dipto, I.C., Masood, M.U., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (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, 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