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MALIK, GULMINA

MALIK, GULMINA  

Dipartimento di Elettronica e Telecomunicazioni  

105828  

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Enabling Real-Time Optical Networks as Distributed Sensors via Open-Source Telemetry Architecture / Ambrosone, Renato; Srivallapanondh, Sasipim; Schips, Riccardo; Malik, Gulmina; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Virgillito, Emanuele; Napoli, Antonio; Clivati, Cecilia; Curri, Vittorio. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - (In corso di stampa). In corso di stampa Renato, AmbrosoneRiccardo, SchipsGulmina, MalikStefano, StraulluAntonino, NespolaEmanuele, VirgillitoCecilia, ClivatiVittorio, Curri + JOCN_Telemetry_architecture_SI.pdf
Multi-Tech Sensing In-Field Demonstration on Terrestrial Optical Data Networks / Virgillito, Emanuele; Notarstefano, Federico; Ambrosone, Renato; Malik, Gulmina; Straullu, Stefano; Bratovich, Rudi; Corsini, Raffaele; Herrero, André; Hovsepyan, Marianna; Carpentieri, Francesco; Donadello, Simone; Clivati, Cecilia; Curri, Vittorio. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - (In corso di stampa). In corso di stampa Emanuele, VirgillitoFederico, NotarstefanoRenato, AmbrosoneGulmina, MalikStefano, StraulluMarianna, HovsepyanCecilia, ClivatiVittorio, Curri + -
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
Open-Source Telemetry Plane for Integrating Optical Sensing with Network Orchestration: ML-Aided Alerts for Proactive Restoration / Ambrosone, R., Malik, G., Schips, R., Straullu, S., Aquilino, F., Nespola, A., Virgillito, E., Curri, V.. - (2026). (2026 Optical Fiber Communications Conference and Exhibition (OFC) Los Angeles (USA) 15–19 March 2026) [10.1364/ofc.2026.m3z.2]. 1-gen-2026 Ambrosone, RenatoMalik, GulminaSchips, RiccardoStraullu, StefanoNespola, AntoninoVirgillito, EmanueleCurri, Vittorio + Open-Source_Telemetry_Plane_for_Integrating_Optical_Sensing_with_Network_Orchestration_ML-Aided_Alerts_for_Proactive_Restoration.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
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
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, 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. - (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, 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. - (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
SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration / Malik, G., Dipto, I.C., Masood, M.U., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Napoli, A., Pedro, J., Wakim, W., Curri, V.. - (2025). (Optical Network Design and Modelling (ONDM) Pisa (Ita) 6-9 May 2025). 1-gen-2025 Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + Gulmina_ONDM_2025.pdf