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MASOOD, MUHAMMAD UMAR

MASOOD, MUHAMMAD UMAR  

Dipartimento di Elettronica e Telecomunicazioni  

057921  

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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. (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/icton67126.2025.11125312]. 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. (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, RenatoMohamed, 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
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
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
Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring / 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. - 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
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 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. (Intervento presentato al convegno 2025 IEEE Photonics Society Summer Topicals Meeting Series (SUM) tenutosi a Berlin (Ger) nel 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). (Intervento presentato al convegno 24th International Conference on Transparent Optical Networks (ICTON) tenutosi a Bari (Italy) nel 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. (Intervento presentato al convegno 2024 IEEE Global Communications Conference tenutosi a Cape Town (SA) nel 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
Scaling Optical Transport using Multi-band Photonic Integrated Switching Systems / Masood, MUHAMMAD UMAR. - (2024 Oct 30), pp. 1-136. 30-ott-2024 MASOOD, MUHAMMAD UMAR conv_thesis_umar.pdf; conv_abstract.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). (Intervento presentato al convegno SPIE Photonic West tenutosi a San Francisco, CA (USA) nel 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. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 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. (Intervento presentato al convegno CLEO: Science and Innovations tenutosi a San Jose, CA, United States nel 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
Automated model for characterization of VCSEL circuit-level parameters using machine learning / Marchisio, Andrea; Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2023), pp. 264-266. (Intervento presentato al convegno European Conference on Integrated Optics tenutosi a Enschede, Paesi Bassi nel 19-21 Aprile 2023). 1-gen-2023 Marchisio, AndreaKhan, IhteshamTunesi, LorenzoMasood, Muhammad UmarCurri, VittorioCarena, AndreaBardella, Paolo + 2023_ECIO_Automated_Model_for_Characterization_of_VCSEL_Circuit_level_Parameters_Using_Machine_Learning.pdf
Design and performance assessment of modular multi-band photonic-integrated WSS / Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - 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
Integrated multi-band WSS: from design to performance evaluation / Tunesi, L; Khan, I; Masood, Mu; Ghillino, E; Carena, A; Curri, V; Bardella, P. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 2023 International Conference on Photonics in Switching and Computing (PSC) tenutosi a Mantova, Italy nel 26-29 September 2023) [10.1109/PSC57974.2023.10297184]. 1-gen-2023 Tunesi, LKhan, IMasood, MUCarena, ACurri, VBardella, P + Integrated_Multi-Band_WSS_From_Design_to_Performance_Evaluation_VoR.pdf; 2023_PSC_Integrated_MultiBand_Overleaf.pdf
Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks / Tariq, Hafsa; Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207173]. 1-gen-2023 Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + Iterative_Transfer_Learning_Approach_for_QoT_Prediction_of_Lightpath_in_Optical_Networks.pdf; C_ICTON_Iterative_Transfer_Learning_Approach_for_QoT_Prediction_of_Lightpath_in_Optical_Networks_08122022.pdf
Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths / Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207383]. 1-gen-2023 Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + Knowledge_Distillation-Based_Compression_Model_for_QoT_Estimation_of_an_Unestablished_Lightpaths.pdf; C_ICTON_Knowledge_Distillation_Based_Compression_Model_for_QoT_Estimation_of_an_Unestablished_Lightpath_08122022.pdf