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
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
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
Statistical Route Feasibility in Metro-Access Optical Networks for Next-Generation RAN X-Haul
2026 Ali, Ahtisham; Rosso, Andrea; Masood, Muhammad Umar; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring
2025 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
Capacity Assessment in Converged Metro-Access Optical Networks for end-to-end RAN Fronthaul
2025 Ali, Ahtisham; Rosso, Andrea; Masood, Muhammad Umar; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio
Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring
2025 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
Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction
2025 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
Evaluating Metro-Access Optical Networks as-a-Service for Flexible RAN X-haul
2025 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
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning
2025 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
Leveraging Digital Twins to Build Comprehensive Network Failure Databases for Predictive Machine Learning in Optical Transport Networks
2025 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
Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks
2025 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
Machine Learning for Predictive Multi-Event Detection in Fiber Optic Systems
2025 Malik, Gulmina; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin
2025 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
Optimizing RAN X-Haul Performance through Targeted Hollow-Core Fiber Deployment in Converged Metro-Access Networks
2025 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
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
| 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 |
| Evaluating Capacity Scaling Strategies for Cost-Efficient Optical Network Evolution / Masood, Muhammad Umar; Zeb, Sanwal; Khan, Ihtesham; Curri, Vittorio. - (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 |
| 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 |
| 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 |
| 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 |
| Machine Learning for Predictive Multi-Event Detection in Fiber Optic Systems / Malik, G., 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 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, M.C., Masood, M.U., Dipto, I.C., Ambrosone, R., Malik, G., Straullu, S., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (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, A., Zeb, S., Rosso, A., Masood, M.U., Malik, G., Ambrosone, R., Schips, R., Correia, B., Straullu, S., Aquilino, F., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - (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 |
| 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 |