Archivio Istituzionale della RicercaMALIK, GULMINA
MALIK, GULMINA
Dipartimento di Elettronica e Telecomunicazioni
105828
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Failure Prediction in Optical Transport Networks Through the Integration of Digital Twins and Deep Learning / 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. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - (2026), pp. 1-10. [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 |
| Machine Learning–Based Detection and Classification of Overlapping Fiber Anomalies / 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. - In: IEEE PHOTONICS TECHNOLOGY LETTERS. - ISSN 1041-1135. - (2026). [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 |
| Reinforcement Learning to Enhance Digital Twin Based EDFA Fault Prediction in Optical Networks / 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. - In: IEEE PHOTONICS TECHNOLOGY LETTERS. - ISSN 1041-1135. - (2026), pp. 1-1. [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 |
| Statistical Analysis of end-to-end Route Feasibility in Converged Metro–Access Optical Networks / Ali, Ahtisham; Masood, Muhammad Umar; Rosso, Andrea; Malik, Gulmina; Pollone, Michela; Galardini, Alessandro; Curri, Vittorio. - 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, 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 |