Fehmida Usmani

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Routing And Wavelength Assignment

Optical Networks

Machine Learning

Top Venues

Publications

Hasan Awad, Fehmida Usmani, Emanuele Virgillito, Rudi Bratovich, Roberto Proietti, Stefano Straullu, Francesco Aquilino, Rosanna Pastorelli, Vittorio Curri
Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks. Sensors 24 (10) (2024)
Fehmida Usmani, Hasan Awad, Emanuele Virgillito, Rudi Bratovich, Stefano Straullu, Francesco Aquilino, Roberto Proietti, Rosanna Pastorelli, Vittorio Curri
Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data. OFC (2024)
Rocco D'Ingillo, Andrea D'Amico, Fehmida Usmani, Giacomo Borraccini, Stefano Straullu, Rocco Siano, Michele Belmonte, Vittorio Curri
Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators. PSC (2023)
Hafsa Tariq, Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Vittorio Curri
Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks. ICTON (2023)
Fehmida Usmani, Andrea D'Amico, Rudi Bratovich, Martinez R. Fransisco, Stefano Straullu, Emanuele Virgillito, Francesco Aquilino, Rosanna Pastorelli, Vittorio Curri
Road Traffic Detection with a LSTM Autoencoder using State of Polarization on Deployed Metropolitan Fiber Cable. ONDM (2023)
Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Vittorio Curri
Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths. ICTON (2023)
Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Muhammad Shahzad, Vittorio Curri
Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard. ONDM (2022)
Mohammad Saad Raza, Andrea D'Amico, Fehmida Usmani, Sami Mansoor Alavi, Muhammad Ali Taimoor, Vittorio Curri, Arsalan Ahmad
LYNX: A GNPy-based web application for multi-vendor optical network planning. OFC (2022)
Giacomo Borraccini, Andrea D'Amico, Stefano Straullu, Fehmida Usmani, Arsalan Ahmad, Vittorio Curri
Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization. JOCN 15 (2) (2022)