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Gulmina Malik

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2026
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  - journals/jocnet/AmbrosoneSSMSANVNCC26
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Renato Ambrosone, Sasipim Srivallapanondh, Riccardo Schips, Gulmina Malik, Stefano Straullu, Francesco Aquilino, Antonino Nespola, Emanuele Virgillito, Antonio Napoli, Cecilia Clivati, Vittorio Curri:
Enabling real-time optical networks as distributed sensors via open-source telemetry architecture. J. Opt. Commun. Netw. 18(6): 187 (2026)
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Renato Ambrosone, Gulmina Malik, Riccardo Schips, Stefano Straullu, Francesco Aquilino, Antonino Nespola, Emanuele Virgillito, Vittorio Curri:
Open-Source Telemetry Plane for Integrating Optical Sensing with Network Orchestration: ML-Aided Alerts for Proactive Restoration. OFC 2026: 1-3
[c7]
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Mashboob Cheruvakkadu Mohamed, Rocco D'Ingillo, Renato Ambrosone, Muhammad Umar Masood, Gulmina Malik, Stefano Straullu, Antonino Nespola, Sai Kishore Bhyri, Gabriele Maria Galimberti, João Pedro, Antonio Napoli, Walid Wakim, Vittorio Curri:
Experimentally Characterized Digital Twin for Machine Learning Based EDFA Failure Prognostics. OFC 2026: 1-3
2025
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  - conf/IEEEants/MohamedADMMSBPN25
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Mashboob Cheruvakkadu Mohamed, Renato Ambrosone, Rocco D'Ingillo, Muhammad Umar Masood, Gulmina Malik, Stefano Straullu, Sai Kishore Bhyri, João Pedro, Antonio Napoli, Gabriele Maria Galimberti, Walid Wakim, Vittorio Curri:
Leveraging Digital Twins to Build Comprehensive Network Failure Databases for Predictive Machine Learning in Optical Transport Networks. ANTS 2025: 1-6
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  - conf/cscn/AliZRMMASSAPNGC25
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Ahtisham Ali, Sanwal Zeb, Andrea Rosso, Muhammad Umar Masood, Gulmina Malik, Renato Ambrosone, Riccardo Schips, Stefano Straullu, Francesco Aquilino, João Pedro, Antonio Napoli, Alessandro Galardini, Vittorio Curri:
Evaluating Metro-Access Optical Networks as-a-Service for Flexible RAN X-haul. CSCN 2025: 1-6
[c4]
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  - conf/ondm/MohamedMDAMSBGPNWC25
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Mashboob Cheruvakkadu Mohamed, Muhammad Umar Masood, Imran Chowdhury Dipto, Renato Ambrosone, Gulmina Malik, Stefano Straullu, Sai Kishore Bhyri, Gabriele Maria Galimberti, João Pedro, Antonio Napoli, Walid Wakim, Vittorio Curri:
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin. ONDM 2025: 1-6
[c3]
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  - conf/softcom/AliZRMMASCSAPNGC25
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Ahtisham Ali, Sanwal Zeb, Andrea Rosso, Muhammad Umar Masood, Gulmina Malik, Renato Ambrosone, Riccardo Schips, Bruno Correia, Stefano Straullu, Francesco Aquilino, João Pedro, Antonio Napoli, Alessandro Galardini, Vittorio Curri:
Optimizing RAN X-Haul Performance Through Targeted Hollow-Core Fiber Deployment in Converged Metro-Access Networks. SoftCOM 2025: 1-6
[c2]
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Gulmina Malik, Imran Chowdhury Dipto, Muhammad Umar Masood, Ahtisham Ali, Mashboob Cheruvakkadu Mohamed, Stefano Straullu, Sai Kishore Bhyri, Gabriele Maria Galimberti, João Pedro, Antonio Napoli, Walid Wakim, Vittorio Curri:
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring. SoftCOM 2025: 1-6
[c1]
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Mashboob Cheruvakkadu Mohamed, Renato Ambrosone, Muhammad Umar Masood, Gulmina Malik, Stefano Straullu, Sai Kishore Bhyri, João Pedro, Antonio Napoli, Gabriele Maria Galimberti, Walid Wakim, Vittorio Curri:
Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction. SoftCOM 2025: 1-6

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