Archivio Istituzionale della RicercaMASOOD, MUHAMMAD UMAR
MASOOD, MUHAMMAD UMAR
Dipartimento di Elettronica e Telecomunicazioni
057921
AI-driven converged metro-access optical network-as-a-service with point-to-multipoint coherent optics for 6G X-Hauling
2026 Zeb, Sanwal; Ali, Ahtisham; Dipto, Imran Chowdhury; Rosso, Andrea; Masood, Muhammad Umar; Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Pedro, João; Napoli, Antonio; Galardini, Alessandro; Curri, Vittorio
Failure Prediction in Optical Transport Networks Through the Integration of Digital Twins and Deep Learning
2026 Cheruvakkadu Mohamed, Mashboob; Ambrosone, Renato; Masood, Muhammad Umar; Malik, Gulmina; Straullu, Stefano; Nespola, Antonino; Kishore Bhyri, Sai; Napoli, Antonio; Pedro, João; Maria Galimberti, Gabriele; Wakim, Walid; Curri, Vittorio
Machine Learning–Based Detection and Classification of Overlapping Fiber Anomalies
2026 Malik, Gulmina; Masood, Muhammad Umar; Ali, Ahtisham; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Nespola, Antonino; Kishore Bhyri, Sai; Napoli, Antonio; Ao Pedro, Jo; Maria Galimberti, Gabriele; Wakim, Walid; Curri, Vittorio
Reinforcement Learning to Enhance Digital Twin Based EDFA Fault Prediction in Optical Networks
2026 Mohamed, Mashboob Cheruvakkadu; Ambrosone, Renato; Masood, Muhammad Umar; Malik, Gulmina; Straullu, Stefano; Nespola, Antonino; Bhyri, Sai Kishore; Napoli, Antonio; Pedro, Joã; Srivallapanondh, Sasipim; Galimberti, Gabriele Maria; Wakim, Walid; Curri, Vittorio
Statistical Analysis of end-to-end Route Feasibility in Converged Metro–Access Optical Networks
2026 Ali, Ahtisham; Masood, Muhammad Umar; Rosso, Andrea; Malik, Gulmina; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio
Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Mohamed, Mashboob Cheruvakkadu; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio
Design and performance assessment of modular multi-band photonic-integrated WSS
2023 Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo
Networking Assessment of ROADM Architecture based on Photonics Integrated WSS for 800G Multi-band Optical Transport
2023 Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Khan, Ihtesham; Bruno, Correia; SADEGHI YAMCHI, Rasoul; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Optimized management of ultra-wideband photonics switching systems assisted by machine learning
2022 Khan, Ihtesham; Tunesi, Lorenzo; Umar Masood, Muhammad; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Performance evaluation of data-driven techniques for the softwarized and agnostic management of an N×N photonic switch
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Automatic Management of N×N Photonic Switch Powered by Machine Learning in Software-defined Optical Transport
2021 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Convolutional neural network for quality of transmission prediction of unestablished lightpaths
2021 Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio
Cross-feature trained machine learning models for QoT-estimation in optical networks
2021 Usmani, Fehmida; Khan, Ihtesham; Siddiqui, Mehek; Khan, Mahnoor; Bilal, Muhammad; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio
Lightpath QoT Computation in Optical NetworksAssisted by Transfer Learning
2021 Khan, Ihtesham; Bilal, Muhammad; Masood, Muhammad; D'Amico, Andrea; Curri, Vittorio
Impact of data center placement on the power consumption of flexible-grid optical networks
2020 Khan, Ihtesham; Ahmad, Arsalan; Masood, Muhammad U.; Malik, Asad W.; Ahmed, Nadeem; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AI-driven converged metro-access optical network-as-a-service with point-to-multipoint coherent optics for 6G X-Hauling / Zeb, Sanwal; Ali, Ahtisham; Dipto, Imran Chowdhury; Rosso, Andrea; Masood, Muhammad Umar; Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Pedro, João; Napoli, Antonio; Galardini, Alessandro; Curri, Vittorio. - 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 |
| 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 |
| 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 |
| 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 |
| Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring / Malik, G., Dipto, I.C., Masood, M.U., Mohamed, M.C., Straullu, S., Bhyri, S.K., Galimberti, G.M., Napoli, A., Pedro, J., Wakim, W., Curri, V.. - In: AI. - ISSN 2673-2688. - 6:7(2025). [10.3390/ai6070131] | 1-gen-2025 | Malik, GulminaDipto, Imran ChowdhuryMasood, Muhammad UmarMohamed, Mashboob CheruvakkaduStraullu, StefanoCurri, Vittorio + | ai-06-00131.pdf |
| Design and performance assessment of modular multi-band photonic-integrated WSS / Tunesi, L., Khan, I., Masood, M.U., Ghillino, E., Curri, V., Carena, A., Bardella, P.. - In: OPTICS EXPRESS. - ISSN 1094-4087. - ELETTRONICO. - 31:22(2023), pp. 36486-36502. [10.1364/OE.498596] | 1-gen-2023 | Tunesi, LorenzoKhan, IhteshamMasood, Muhammad UmarCurri, VittorioCarena, AndreaBardella, Paolo + | 2023_OpticsExpress_UpdatedMultiBandWSS_2_of_2.pdf; oe-31-22-36486.pdf |
| Networking Assessment of ROADM Architecture based on Photonics Integrated WSS for 800G Multi-band Optical Transport / Masood, M.U., Tunesi, L., Khan, I., Bruno, C., SADEGHI YAMCHI, R., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - ELETTRONICO. - 15:10(2023), pp. E51-E62. [10.1364/JOCN.489754] | 1-gen-2023 | Masood, MUHAMMAD UMARTunesi, LorenzoKhan, IhteshamBruno, CorreiaSADEGHI YAMCHI, RasoulBardella, PaoloCarena, AndreaCurri, Vittorio + | J_JOCN_2023_2_of_2_REVISED_VERSION_Networking_Assessment_of_ROADM_Architecture_based_on_Photonics_Integrated_WSS_for_800G_Multi_band_Optical_Transport.pdf; Masood-Networking.pdf |
| Optimized management of ultra-wideband photonics switching systems assisted by machine learning / Khan, I., Tunesi, L., Umar Masood, M., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - In: OPTICS EXPRESS. - ISSN 1094-4087. - ELETTRONICO. - 30:3(2022), p. 3989. [10.1364/OE.442194] | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoUmar Masood, MuhammadBardella, PaoloCarena, AndreaCurri, Vittorio + | Revised_J_Optic_Excpress_Softwareized_Management_of_Ultra_wideband_Photonics_Switching_Systems_Assisted_by_Machine_Learning_V2_17112021.pdf; oe-30-3-3989.pdf |
| Performance evaluation of data-driven techniques for the softwarized and agnostic management of an N×N photonic switch / Khan, I., Tunesi, L., Masood, M.U., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - In: OPTICS CONTINUUM. - ISSN 2770-0208. - ELETTRONICO. - 1:1(2022), pp. 1-15. [10.1364/OPTCON.428567] | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | Optical1.pdf; J_OSA_CONTINUUM_Performance__Evaluation_of_Data_Driven_Techniques_for_Softwarized_and_Agnostic_Management_of_NxN_V1_02032021 (1).pdf |
| Automatic Management of N×N Photonic Switch Powered by Machine Learning in Software-defined Optical Transport / Khan, I., Tunesi, L., Masood, M.U., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - In: IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY. - ISSN 2644-125X. - ELETTRONICO. - 2:(2021), pp. 1-1. [10.1109/OJCOMS.2021.3085678] | 1-gen-2021 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | J_IEEE_OJCS_Automatic_Management_of_N_N____VF_29052021 (2).pdf; OJCOMS3085678 (1).pdf |
| Convolutional neural network for quality of transmission prediction of unestablished lightpaths / Usmani, F., Khan, I., Masood, M.U., Ahmad, A., Shahzad, M., Curri, V.. - In: MICROWAVE AND OPTICAL TECHNOLOGY LETTERS. - ISSN 0895-2477. - ELETTRONICO. - (2021). [10.1002/mop.32996] | 1-gen-2021 | Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | mop.32996.pdf; J_Convolutional_Neural_Network_for_Quality_of_Transmission_Prediction_of_Unestablished_Lightpaths_04042021__Copy_ (2).pdf |
| Cross-feature trained machine learning models for QoT-estimation in optical networks / Usmani, F., Khan, I., Siddiqui, M., Khan, M., Bilal, M., Masood, M.U., Ahmad, A., Shahzad, M., Curri, V.. - In: OPTICAL ENGINEERING. - ISSN 0091-3286. - ELETTRONICO. - 60:12(2021). [10.1117/1.OE.60.12.125106] | 1-gen-2021 | Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | published_OE-20210444_online.pdf; J_OE_Cross_feature_Trained_Machine_Learning_Models_for_QoT_Estimation_in_Optical_Networks.pdf |
| Lightpath QoT Computation in Optical NetworksAssisted by Transfer Learning / Khan, I., Bilal, M., Masood, M., D'Amico, A., Curri, V.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - ELETTRONICO. - 13:4(2021), pp. b72-b82. [10.1364/JOCN.409538] | 1-gen-2021 | Khan, Ihteshammasood, muhammadD'Amico, AndreaCurri, Vittorio + | 409538.pdf; Khan-Lightpath.pdf |
| Impact of data center placement on the power consumption of flexible-grid optical networks / Khan, I., Ahmad, A., Masood, M.U., Malik, A.W., Ahmed, N., Curri, V.. - In: OPTICAL ENGINEERING. - ISSN 0091-3286. - 59:1(2020), pp. 1-17. [10.1117/1.OE.59.1.016115] | 1-gen-2020 | Ihtesham KhanMuhammad U. MasoodVittorio Curri + | 016115_1.pdf |