Fehmida Usmani

According to our database, Fehmida Usmani authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks.

Hasan Awad, Fehmida Usmani, Emanuele Virgillito, Rudi Bratovich, Roberto Proietti, Stefano Straullu, Francesco Aquilino, Rosanna Pastorelli, Vittorio Curri

Sensors, May, 2024

Integrating Knowledge Distillation and Transfer Learning for Enhanced QoT-Estimation in Optical Networks.

Fehmida Usmani, Ihtesham Khan, Mehran, Arsalan Ahmad, Vittorio Curri

IEEE Access, 2024

Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data.

Fehmida Usmani, Hasan Awad, Emanuele Virgillito, Rudi Bratovich, Stefano Straullu, Francesco Aquilino, Roberto Proietti, Rosanna Pastorelli, Vittorio Curri

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

A Machine Learning-Driven Smart Optical Network Grid for Earthquake Early Warning.

Hasan Awad, Fehmida Usmani, Emanuele Virgillito, Rudi Bratovich, Roberto Proietti, Stefano Straullu, Rosanna Pastorelli, Vittorio Curri

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023

Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization.

Giacomo Borraccini, Andrea D'Amico, Stefano Straullu, Fehmida Usmani, Arsalan Ahmad, Vittorio Curri

JOCN, 2023

Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators.

Rocco D'Ingillo, Andrea D'Amico, Fehmida Usmani, Giacomo Borraccini, Stefano Straullu, Rocco Siano, Michele Belmonte, Vittorio Curri

Proceedings of the International Conference on Photonics in Switching and Computing, 2023

Road Traffic Detection with a LSTM Autoencoder using State of Polarization on Deployed Metropolitan Fiber Cable.

Fehmida Usmani, Andrea D'Amico, Rudi Bratovich, Martinez R. Fransisco, Stefano Straullu, Emanuele Virgillito, Francesco Aquilino, Rosanna Pastorelli, Vittorio Curri

Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths.

Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Vittorio Curri

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks.

Hafsa Tariq, Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Vittorio Curri

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

2022

Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard.

Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Muhammad Shahzad, Vittorio Curri

Proceedings of the International Conference on Optical Network Design and Modeling, 2022

LYNX: A GNPy-based web application for multi-vendor optical network planning.

Mohammad Saad Raza, Andrea D'Amico, Fehmida Usmani, Sami Mansoor Alavi, Muhammad Ali Taimoor, Vittorio Curri, Arsalan Ahmad

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022