Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks
Awad, Hasan, Usmani, Fehmida, Virgillito, Emanuele, Bratovich, Rudi, Proietti, Roberto, Straullu, Stefano, Aquilino, Francesco, Pastorelli, Rosanna, Curri, Vittorio
Published in Sensors (Basel, Switzerland) (10.05.2024)
Published in Sensors (Basel, Switzerland) (10.05.2024)
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Journal Article
Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization
Borraccini, Giacomo, D'Amico, Andrea, Straullu, Stefano, Usmani, Fehmida, Ahmad, Arsalan, Curri, Vittorio
Published in Journal of optical communications and networking (01.02.2023)
Published in Journal of optical communications and networking (01.02.2023)
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Journal Article
QoT- Estimation Assisted by Transfer learning in Extended C-band Network Operating on 400ZR
Usmani, Fehmida, Khan, Ihtesham, Masood, Muhammad Umar, Ahmad, Arsalan, Shahzad, Muhammad, Curri, Vittorio
Published in 2022 IEEE Photonics Society Summer Topicals Meeting Series (SUM) (01.07.2022)
Published in 2022 IEEE Photonics Society Summer Topicals Meeting Series (SUM) (01.07.2022)
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Conference Proceeding
Efficient dynamic bandwidth allocation schemes in Long-Reach Passive Optical Networks- A survey
Usmani, Fehmida, Zaidi, S. M. H., Awais, Aima, Raja, M. Yasin Akhtar
Published in 2014 11th Annual High Capacity Optical Networks and Emerging/Enabling Technologies (Photonics for Energy) (01.12.2014)
Published in 2014 11th Annual High Capacity Optical Networks and Emerging/Enabling Technologies (Photonics for Energy) (01.12.2014)
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Conference Proceeding
A Machine Learning-Driven Smart Optical Network Grid for Earthquake Early Warning
Awad, Hasan, Usmani, Fehmida, Virgillito, Emanuele, Bratovich, Rudi, Proietti, Roberto, Straullu, Stefano, Pastorelli, Rosanna, Curri, Vittorio
Published in 2024 24th International Conference on Transparent Optical Networks (ICTON) (14.07.2024)
Published in 2024 24th International Conference on Transparent Optical Networks (ICTON) (14.07.2024)
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Conference Proceeding
Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators
D'Ingillo, Rocco, D'Amico, Andrea, Usmani, Fehmida, Borraccini, Giacomo, Straullu, Stefano, Siano, Rocco, Belmonte, Michele, Curri, Vittorio
Published in 2023 International Conference on Photonics in Switching and Computing (PSC) (26.09.2023)
Published in 2023 International Conference on Photonics in Switching and Computing (PSC) (26.09.2023)
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Conference Proceeding
Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths
Usmani, Fehmida, Khan, Ihtesham, Masood, Muhammad Umar, Ahmad, Arsalan, Curri, Vittorio
Published in 2023 23rd International Conference on Transparent Optical Networks (ICTON) (02.07.2023)
Published in 2023 23rd International Conference on Transparent Optical Networks (ICTON) (02.07.2023)
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Conference Proceeding
Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard
Usmani, Fehmida, Khan, Ihtesham, Masood, Muhammad Umar, Ahmad, Arsalan, Shahzad, Muhammad, Curri, Vittorio
Published in 2022 International Conference on Optical Network Design and Modeling (ONDM) (16.05.2022)
Published in 2022 International Conference on Optical Network Design and Modeling (ONDM) (16.05.2022)
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Conference Proceeding
Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks
Tariq, Hafsa, Usmani, Fehmida, Khan, Ihtesham, Masood, Muhammad Umar, Ahmad, Arsalan, Curri, Vittorio
Published in 2023 23rd International Conference on Transparent Optical Networks (ICTON) (02.07.2023)
Published in 2023 23rd International Conference on Transparent Optical Networks (ICTON) (02.07.2023)
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Conference Proceeding
Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data
Usmani, Fehmida, Awad, Hasan, Virgillito, Emanuele, Bratovich, Rudi, Straullu, Stefano, Aquilino, Francesco, Proietti, Roberto, Pastorelli, Rosanna, Curri, Vittorio
Published in 2024 Optical Fiber Communications Conference and Exhibition (OFC) (24.03.2024)
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Published in 2024 Optical Fiber Communications Conference and Exhibition (OFC) (24.03.2024)
Conference Proceeding
Query Based Iterative Learning Approach for Lightpath Deployment in Optical Networks
Usmani, Fehmida, Khan, Ihtesham, Tariq, Hafsa, Shahzad, Muhammad, Ahmad, Arsalan, Curri, Vittorio
Published in 2022 Asia Communications and Photonics Conference (ACP) (05.11.2022)
Published in 2022 Asia Communications and Photonics Conference (ACP) (05.11.2022)
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Conference Proceeding
Performance Analysis of Transfer-learning Approaches for QoT Estimation of Network Operating with 400ZR
Usmani, Fehmida, Khan, Ihtesham, Tariq, Hafsa, Masood, Muhammad Umar, Shahzad, Muhammad, Ahmad, Arsalan, Curri, Vittorio
Published in 2022 Asia Communications and Photonics Conference (ACP) (05.11.2022)
Published in 2022 Asia Communications and Photonics Conference (ACP) (05.11.2022)
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Conference Proceeding
Road Traffic Detection with a LSTM Autoencoder using State of Polarization on Deployed Metropolitan Fiber Cable
Usmani, Fehmida, D'Amico, Andrea, Bratovich, Rudi, Fransisco, Martinez R., Straullu, Stefano, Virgillito, Emanuele, Aquilino, Francesco, Pastorelli, Rosanna, Curri, Vittorio
Published in 2023 International Conference on Optical Network Design and Modeling (ONDM) (08.05.2023)
Published in 2023 International Conference on Optical Network Design and Modeling (ONDM) (08.05.2023)
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Conference Proceeding
LYNX: A GNPy-based web application for multi-vendor optical network planning
Raza, Mohammad Saad, D'Amico, Andrea, Usmani, Fehmida, Alavi, Sami Mansoor, Taimoor, Muhammad Ali, Curri, Vittorio, Ahmad, Arsalan
Published in 2022 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2022)
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Published in 2022 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2022)
Conference Proceeding
Evaluating Cross- feature Trained Machine Learning Models for Estimating QoT of Unestablished Lightpaths
Usmani, Fehmida, Khan, Ihtesham, Siddiqui, Mehek, Khan, Mahnoor, Bilal, Muhamamd, Masood, M Umar, Ahmad, Arsalan, Shahzad, Muhammad, Curri, Vittorio
Published in 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE) (12.06.2021)
Published in 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE) (12.06.2021)
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Conference Proceeding
Enhancing the performance of hybrid optical wireless network by reducing delay using combination of reactive and proactive algorithm
Awais, Aima, Hassan Zaidi, S. M., Usmani, Fehmida
Published in 2015 12th International Conference on High-capacity Optical Networks and Enabling/Emerging Technologies (HONET) (01.12.2015)
Published in 2015 12th International Conference on High-capacity Optical Networks and Enabling/Emerging Technologies (HONET) (01.12.2015)
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Conference Proceeding