Archivio Istituzionale della RicercaMASOOD, MUHAMMAD UMAR
MASOOD, MUHAMMAD UMAR
Dipartimento di Elettronica e Telecomunicazioni
057921
A Hybrid XGBoost–CNN Framework for Robust SOP Anomaly Detection in Optical Networks
In corso di stampa Malik, Gulmina; Masood, Muhammad Umar; Ali, Ahtisham; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Multi-Threat Detection in Optical Networks Using Deep Neural Networks
In corso di stampa Malik, Gulmina; Masood, Muhammad Umar; Ali, Ahtisham; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Access-Aware Launch Power Optimization for RAN Fronthaul in Converged Metro-Access Optical Networks
2026 Ali, Ahtisham; Masood, Muhammad Umar; Zeb, Sanwal; Rosso, Andrea; Malik, Gulmina; Galardini, Alessandro; Curri, Vittorio
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
Assessing Techno-Economic Gains of Next-Generation Coherent Point-to-Multipoint Data Center Interconnects
2026 Zeb, Sanwal; Masood, Muhammad Umar; Ali, Ahtisham; Schips, Riccardo; Ambrosone, Renato; Dipto, Imran Chowdhury; Pedro, Joao; Napoli, Antonio; Curri, Vittorio
Benefits of Selective Hollow-Core Fiber Deployment for 6G X-Haul in Converged Metro-Access Networks
2026 Ali, Ahtisham; Masood, Muhammad Umar; Zeb, Sanwal; Rosso, Andrea; Malik, Gulmina; Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Nespola, Antonino; Correia, Bruno; Pedro, João; Napoli, Antonio; Galardini, Alessandro; Curri, Vittorio
Energy-Aware RAN x-Haul over ONaaS-Enabled Metro-Access Networks
2026 Ali, Ahtisham; Pousa, Ricardo J. B.; Masood, Muhammad Umar; Nguyen, Giang T.; Fitzek, Frank H. P.; Galardini, Alessandro; Curri, Vittorio
Evaluating Capacity Scaling Strategies for Cost-Efficient Optical Network Evolution
2026 Masood, Muhammad Umar; Zeb, Sanwal; Khan, Ihtesham; Curri, Vittorio
Experimentally Characterized Digital Twin for Machine Learning Based EDFA Failure Prognostics
2026 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
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
LLM-Assisted Design and Analytics of Next-Generation Optical Transport Networks
2026 Dipto, Imran Chowdhury; Zeb, Sanwal; Masood, Muhammad Umar; Khan, Ihtesham; Costa, Nelson; Pedro, João; Napoli, Antonio; Curri, Vittorio
LLM-Assisted Digital Twin for Next Generation Optical Network-as-a-Service (ONaaS)
2026 Dipto, Imran Chowdhury; Zeb, Sanwal; Masood, Muhammad Umar; Khan, Ihtesham; Pedro, João; Napoli, Antonio; Curri, Vittorio
LLM-Driven Optical Network-as-a-Service (ONaaS) for Next Generation Metro-Access Convergence
2026 Dipto, Imran Chowdhury; Zeb, Sanwal; Masood, Muhammad Umar; Khan, Ihtesham; Costa, Nelson; Pedro, João; Napoli, Antonio; Curri, Vittorio
LLM-Driven Optical Network-as-a-Service (ONaaS) for Next Generation Metro-Access Convergence
2026 Dipto, Imran Chowdhury; Zeb, Sanwal; Masood, Muhammad Umar; Khan, Ihtesham; Costa, Nelson; Pedro, João; Napoli, Antonio; Curri, Vittorio
LLM-Orchestrated Digital Twin for Smart Optical Network Operations
2026 Zeb, Sanwal; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Pedro, Joao; Napoli, Antonio; 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
ML-Driven QoT Estimation for Adaptive P2MP Optical Network-as-a-Service in 6G X-Haul
2026 Zeb, Sanwal; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Ali, Ahtisham; Pedro, Joao; Napoli, Antonio; Curri, Vittorio
Multi-Agent Digital Twin for SLA Management in Coherent P2MP Metro-Access Networks
2026 Zeb, Sanwal; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Costa, Nelson; Pedro, João; Napoli, Antonio; Curri, Vittorio
Optimized Distributed Unit (DU) Placement under Physical Constraints for 6G x-Haul
2026 Ali, Ahtisham; Zeb, Sanwal; Masood, Muhammad Umar; Rosso, Andrea; Malik, Gulmina; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio
Real-Time Vibration Anomaly Detection in Operational Metropolitan Optical Networks Using Machine Learning
2026 Malik, Gulmina; Masood, Muhammad Umar; Ambrosone, Renato; Ali, Ahtisham; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Hybrid XGBoost–CNN Framework for Robust SOP Anomaly Detection in Optical Networks / Malik, G., Masood, M.U., Ali, A., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (In corso di stampa). (26th International Conference on Transparent Optical Networks ICTON 2026 Prague (Cze) 12-16 July 2026). | In corso di stampa | Gulmina MalikMuhammad Umar MasoodAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | - |
| Multi-Threat Detection in Optical Networks Using Deep Neural Networks / Malik, G., Masood, M.U., Ali, A., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (In corso di stampa). (IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) Abu Dhabi (UAE) 8 - 11 June 2026). | In corso di stampa | Gulmina MalikMuhammad Umar MasoodAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | ICMLCN_2026 (6).pdf |
| Access-Aware Launch Power Optimization for RAN Fronthaul in Converged Metro-Access Optical Networks / Ali, A., Masood, M.U., Zeb, S., Rosso, A., Malik, G., Galardini, A., Curri, V.. - (2026). (2026 Italian Conference on Optics and Photonics (ICOP) L’Aquila (Ita) 15 – 17 June 2026). | 1-gen-2026 | Ahtisham AliMuhammad Umar MasoodSanwal ZebAndrea RossoGulmina MalikAlessandro GalardiniVittorio Curri | Access-Aware_Launch_Power_Optimization_for_RAN_Fronthaul_in_Converged_Metro-Access_Optical_Networks_preprint.pdf |
| 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 |
| Assessing Techno-Economic Gains of Next-Generation Coherent Point-to-Multipoint Data Center Interconnects / Zeb, S., Masood, M.U., Ali, A., Schips, R., Ambrosone, R., Dipto, I.C., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 17th International Conference on Network of the Future (NoF) Roma (Ita) 29 September - 02 October 2026). | 1-gen-2026 | Sanwal ZebMuhammad Umar MasoodAhtisham AliRiccardo SchipsRenato AmbrosoneImran Chowdhury DiptoVittorio Curri + | Assessing Techno-Economic Gains of Next-Generation Coherent Point-to-Multipoint Data Center Interconnects_preprint.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 (Ger) 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 + | Benefits_of_Selective_Hollow-Core_Fiber_Deployment_for_6G_X-Haul_in_Converged_Metro-Access_Networks_postprint.pdf; Benefits_of_Selective_Hollow-Core_Fiber_Deployment_for_6G_X-Haul_in_Converged_Metro-Access_Networks_preprint.pdf |
| Energy-Aware RAN x-Haul over ONaaS-Enabled Metro-Access Networks / Ali, A., Pousa, R.J.B., Masood, M.U., Nguyen, G.T., Fitzek, F.H.P., Galardini, A., Curri, V.. - (2026). (2026 International Workshop on Fiber Optics in Access Networks (FOAN) Pisa (Ita) 3 - 5 November, 2026). | 1-gen-2026 | Ahtisham AliMuhammad Umar MasoodAlessandro GalardiniVittorio Curri + | Energy-Aware_RAN_x-Haul_over_ONaaS-Enabled_Metro-Access_Networks_preprint.pdf |
| 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 |
| LLM-Assisted Digital Twin for Next Generation Optical Network-as-a-Service (ONaaS) / Dipto, I.C., Zeb, S., Masood, M.U., Khan, I., Pedro, J., Napoli, A., Curri, V.. - (2026). (Optica Advanced Photonics Congress 2026 ). | 1-gen-2026 | Dipto, Imran ChowdhuryZeb, SanwalMasood, Muhammad UmarKhan, IhteshamCurri, Vittorio + | - |
| LLM-Driven Optical Network-as-a-Service (ONaaS) for Next Generation Metro-Access Convergence / Dipto, I.C., Zeb, S., Masood, M.U., Khan, I., Costa, N., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 IEEE International Conference on Machine Learning for Communication and Networking ). | 1-gen-2026 | Dipto, Imran ChowdhuryZeb, SanwalMasood, Muhammad UmarKhan, IhteshamCurri, Vittorio + | - |
| LLM-Driven Optical Network-as-a-Service (ONaaS) for Next Generation Metro-Access Convergence / Dipto, I.C., Zeb, S., Masood, M.U., Khan, I., Costa, N., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 IEEE International Conference on Machine Learning for Communication and Networking ). | 1-gen-2026 | Zeb, SanwalMasood, Muhammad UmarKhan, IhteshamCurri, Vittorio + | - |
| LLM-Orchestrated Digital Twin for Smart Optical Network Operations / Zeb, S., Dipto, I.C., Masood, M.U., Pedro, J., Napoli, A., Curri, V.. - (2026). (26th International Conference on Transparent Optical Networks (ICTON 2026) ). | 1-gen-2026 | Zeb, SanwalDipto, Imran ChowdhuryMasood, Muhammad UmarCurri, Vittorio + | - |
| 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 |
| ML-Driven QoT Estimation for Adaptive P2MP Optical Network-as-a-Service in 6G X-Haul / Zeb, S., Dipto, I.C., Masood, M.U., Ali, A., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) Abu Dhabi (UAE) 8 - 11 June 2026). | 1-gen-2026 | Sanwal ZebImran Chowdhury DiptoMuhammad Umar MasoodAhtisham AliVittorio Curri + | ML-Driven_QoT_Estimation_for_Adaptive_P2MP_Optical_Network-as-a-Service_in_6G_X-Haul_preprint.pdf; ML-Driven_QoT_Estimation_for_Adaptive_P2MP_Optical_Network-as-a-Service_in_6G_X-Haul_postprint.pdf |
| Multi-Agent Digital Twin for SLA Management in Coherent P2MP Metro-Access Networks / Zeb, S., Dipto, I.C., Masood, M.U., Costa, N., Pedro, J., Napoli, A., Curri, V.. - (2026). (17th International Conference on Network of the Future (NoF 2026) ). | 1-gen-2026 | Zeb, SanwalDipto, Imran ChowdhuryMasood, Muhammad UmarCurri, Vittorio + | - |
| Optimized Distributed Unit (DU) Placement under Physical Constraints for 6G x-Haul / Ali, A., Zeb, S., Masood, M.U., Rosso, A., Malik, G., Pollone, M., Galardini, A., Curri, V.. - (2026). (2026 26th International Conference on Transparent Optical Networks (ICTON) Prague (Cze) 12-16 July 2026). | 1-gen-2026 | Ahtisham AliSanwal ZebMuhammad Umar MasoodAndrea RossoGulmina MalikAlessandro GalardiniVittorio Curri + | Optimized_Distributed_Unit_(DU)_Placement_under_Physical_Constraints_for_6G_x-Haul_preprint.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 (Ger) 12-15 May 2026) [10.23919/ONDM68511.2026.11618868]. | 1-gen-2026 | Gulmina MalikMuhammad Umar MasoodRenato AmbrosoneAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Real-Time_Vibration_Anomaly_Detection_in_Operational_Metropolitan_Optical_Networks_Using_Machine_Learning.pdf |