Archivio Istituzionale della RicercaDIPTO, IMRAN CHOWDHURY
DIPTO, IMRAN CHOWDHURY
Dipartimento di Elettronica e Telecomunicazioni
112403
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
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
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
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
SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration
2025 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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |