Ph.D. candidate in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 38th cycle (2022-2025) 
Department of Electronics and Telecommunications (DET) 
  Docente esterno e/o collaboratore didattico 
Department of Electronics and Telecommunications (DET) 
  Profile
PhD
Tutors
Teaching
Teachings
Master of Science
- Project: Applied communication systems and IoT. A.A. 2025/26, COMMUNICATIONS ENGINEERING. Collaboratore del corso
 - Open Optical Networks. A.A. 2025/26, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
 - Project: Applied communication systems and IoT. A.A. 2024/25, COMMUNICATIONS ENGINEERING. Collaboratore del corso
 - Open Optical Networks. A.A. 2024/25, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
 - Project: Applied communication systems and IoT. A.A. 2023/24, COMMUNICATIONS ENGINEERING. Collaboratore del corso
 - Open Optical Networks. A.A. 2023/24, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
 
Bachelor of Science
- Communication networks. A.A. 2024/25, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
 - Open and virtualized networks. A.A. 2023/24, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
 
Publications
Latest publications View all publications in Porto@Iris
-   Mohamed, Mashboob Cheruvakkadu; Ambrosone, Renato; Masood, Muhammad Umar; Malik, ... (2025)
Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction. In: 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split (Cro), 18-20 September 2025, pp. 1-6. ISBN: 978-953-290-143-6
Contributo in Atti di Convegno (Proceeding) -   Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Ambrosone, Renato; Malik, ... (2025)
Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks. In: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Barcelona (Spa), 26-29 May 2025, pp. 1-6. ISBN: 979-8-3315-2042-7
Contributo in Atti di Convegno (Proceeding) -  Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, ... (2025)
Control and Telemetry in Optical Multiplex Section Enhanced by OpenConfig Model. In: International Conference on Transparent Optical Networks (ICTON), Barcellona (Spa), 6-10 Luglio, 2025, pp. 1-4. ISBN: 979-8-3315-9777-1
Contributo in Atti di Convegno (Proceeding) -   Malik, Gulmina; Masood, Muhammad Umar; Ambrosone, Renato; Dipto, Imran Chowdery; ... (2025)
Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring. In: 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON), Barcelona (Spa), July 06-10, 2025, pp. 1-4. ISBN: 979-8-3315-9777-1
Contributo in Atti di Convegno (Proceeding) -   Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Dipto, Imran Chowdhury; ... (2025)
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin. In: International Conference on Optical Network Design and Modeling (ONDM), Pisa (Ita), 06-09 May 2025, pp. 1-6
Contributo in Atti di Convegno (Proceeding)