Archivio Istituzionale della RicercaCHERUVAKKADU MOHAMED, MASHBOOB
CHERUVAKKADU MOHAMED, MASHBOOB
Dipartimento di Elettronica e Telecomunicazioni
105356
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
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
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
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
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
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 |
|---|---|---|---|
| - | 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, 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. - (2025), pp. 1-4. (Intervento presentato al convegno 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) tenutosi a Barcelona (Spa) nel 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, 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. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) tenutosi a Split (Cro) nel 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 |
| Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning / 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. - (2025). (Intervento presentato al convegno 2025 IEEE Photonics Society Summer Topicals tenutosi a Berlin (Ger) nel 21-23 Luglio 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Summer_topicals.pdf |
| Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks / 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. - (2025), pp. 1-6. (Intervento presentato al convegno 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) tenutosi a Barcelona (Spa) nel 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, Gulmina; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio. - (2025). (Intervento presentato al convegno 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) tenutosi a Barcelona (Spa) nel 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, 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. - (2025), pp. 1-6. (Intervento presentato al convegno International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Pisa (Ita) nel 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 |
| 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 |
| SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration / 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. - (2025). (Intervento presentato al convegno Optical Network Design and Modelling (ONDM) tenutosi a Pisa (Ita) nel 6-9 May 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Gulmina_ONDM_2025.pdf |