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USMANI, FEHMIDA
Dipartimento di Elettronica e Telecomunicazioni
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A Machine Learning-Driven Smart Optical Network Grid for Earthquake Early Warning
2024 Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Pastorelli, Rosanna; Curri, Vittorio
Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data
2024 Usmani, Fehmida; Awad, Hasan; Virgillito, Emanuele; Bratovich, Rudi; Straullu, Stefano; Aquilino, Francesco; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio
Seismic detection through state-of-polarization analysis in optical fiber networks
2024 Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Pastorelli, Rosanna; Curri, Vittorio
Smart Grid Optical Fiber Network for Earthquake Early Warnings
2024 Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Rudi, Bratovich; Straullu, Stefano; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio
Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization
2023 Borraccini, Giacomo; D’Amico, Andrea; Straullu, Stefano; Usmani, Fehmida; Ahmad, Arsalan; Curri, Vittorio
Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks
2023 Tariq, Hafsa; Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio
Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths
2023 Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio
Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators
2023 D'Ingillo, Rocco; D'Amico, Andrea; Usmani, Fehmida; Borraccini, Giacomo; Straullu, Stefano; Siano, Rocco; Belmonte, Michele; Curri, Vittorio
LYNX: A GNPy-based web application for multi-vendor optical network planning
2022 Raza, Mohammad Saad; D’Amico, Andrea; Usmani, Fehmida; Alavi, Sami Mansoor; Taimoor, Muhammad Ali; Curri, Vittorio; Ahmad, Arsalan
Performance Analysis of Transfer-learning Approaches for QoT Estimation of Network Operating with 400ZR
2022 Usmani, Fehmida; Khan, Ihtesham; Tariq, Hafsa; Masood, Muhammad Umar; Shahzad, Muhammad; Ahmad, Arsalan; Curri, Vittorio
QoT- Estimation Assisted by Transfer learning in Extended C-band Network Operating on 400ZR
2022 Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio
Query Based Iterative Learning Approach for Lightpath Deployment in Optical Networks
2022 Usmani, Fehmida; Khan, Ihtesham; Tariq, Hafsa; Shahzad, Muhammad; Ahmad, Arsalan; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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. - ELETTRONICO. - 15:(2024), pp. 1-6. (Intervento presentato al convegno 24th International Conference on Transparent Optical Networks (ICTON) tenutosi a Bari (Italy) nel 14-18 July 2024) [10.1109/ICTON62926.2024.10648206]. | 1-gen-2024 | Awad, HasanUsmani, FehmidaVirgillito, EmanueleProietti, RobertoCurri, Vittorio + | ICTON A_Machine_Learning-Driven_Smart_Optical_Network_Grid_for_Earthquake_Early_Warning.pdf; A Machine Learning Driven Smart Optical Network Grid for Earthquake Early Warning.pdf |
| 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. - ELETTRONICO. - (2024). (Intervento presentato al convegno Optical Fiber Conference (OFC) tenutosi a San Diego, California (United States) nel 24–28 March 2024) [10.1364/OFC.2024.Tu3J.2]. | 1-gen-2024 | Fehmida UsmaniHasan AwadEmanuele VirgillitoRoberto ProiettiVittorio Curri + | OFC2023___ML__EarthQuake_Detection_new.pdf; Virgillito-Earthquake.pdf |
| Seismic detection through state-of-polarization analysis in optical fiber networks / Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (2024). (Intervento presentato al convegno SPIE Photonics West 2024 tenutosi a San Fransisco - California, United States nel 27 January - 1 February 2024) [10.1117/12.3007808]. | 1-gen-2024 | Hasan AwadFehmida UsmaniEmanuele VirgillitoRoberto ProiettiStefano StraulluRosanna PastorelliVittorio Curri + | 128350L.pdf |
| Smart Grid Optical Fiber Network for Earthquake Early Warnings / Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Rudi, Bratovich; Straullu, Stefano; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - EGU24-4418:(2024). (Intervento presentato al convegno EGU General Assembly 2024 tenutosi a Vienna, Austria nel 14–19 April 2024) [10.5194/egusphere-egu24-4418]. | 1-gen-2024 | Awad, HasanUsmani, FehmidaVirgillito, EmanueleStraullu, StefanoProietti, RobertoPastorelli, RosannaCurri, Vittorio + | EGU24-4418-print.pdf |
| 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. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - ELETTRONICO. - 15:2(2023), pp. 111-118. [10.1364/JOCN.475460] | 1-gen-2023 | Giacomo BorracciniAndrea D’AmicoFehmida UsmaniVittorio Curri + | JOCN_2022_ITERATIVE_OLS_OPTIMIZATION.pdf; jocn-15-2-111.pdf |
| 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. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207173]. | 1-gen-2023 | Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | Iterative_Transfer_Learning_Approach_for_QoT_Prediction_of_Lightpath_in_Optical_Networks.pdf; C_ICTON_Iterative_Transfer_Learning_Approach_for_QoT_Prediction_of_Lightpath_in_Optical_Networks_08122022.pdf |
| Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths / Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207383]. | 1-gen-2023 | Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | Knowledge_Distillation-Based_Compression_Model_for_QoT_Estimation_of_an_Unestablished_Lightpaths.pdf; C_ICTON_Knowledge_Distillation_Based_Compression_Model_for_QoT_Estimation_of_an_Unestablished_Lightpath_08122022.pdf |
| 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. - ELETTRONICO. - (2023), pp. 1-3. (Intervento presentato al convegno 2023 International Conference on Photonics in Switching and Computing (PSC) tenutosi a Mantova, Italy nel 26-29 September 2023) [10.1109/PSC57974.2023.10297214]. | 1-gen-2023 | D'Ingillo, RoccoD'Amico, AndreaUsmani, FehmidaBorraccini, GiacomoCurri, Vittorio + | Machine_Learning_Aided_Control_of_Ultra-Wideband_Indium_Phosphide_IQ_Mach-Zehnder_Modulators.pdf; PSC2023_ML_Modulator-1.pdf |
| 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. - ELETTRONICO. - (2022), pp. 1-3. (Intervento presentato al convegno OFC 2022 tenutosi a San Diego (USA) nel 06 - 10 March 2022) [10.1364/OFC.2022.M3Z.13]. | 1-gen-2022 | D’Amico, AndreaUsmani, FehmidaCurri, VittorioAhmad, Arsalan + | OFC-2022-M3Z.13.pdf; Demo_OFC_2021.pdf |
| 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. - ELETTRONICO. - (2022), pp. 1238-1242. (Intervento presentato al convegno Asia Communications and Photonics Conference (ACP) tenutosi a Shenzhen, China nel 05-08 November 2022) [10.1109/ACP55869.2022.10088462]. | 1-gen-2022 | Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | Performance_Analysis_of_Transfer-learning_Approaches_for_QoT_Estimation_of_Network_Operating_with_400ZR.pdf; C_ACP_2022_Performance_Analysis_of_Transfer_learning_Approaches_for_QoT_Estimation_of__Network_Operating_with_400ZR_02082022 (1).pdf |
| 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. - ELETTRONICO. - (2022), pp. 1-2. (Intervento presentato al convegno IEEE Summer Topicals Meeting Series (SUM) tenutosi a Cabo San Lucas, Mexico nel 11-13 July 2022) [10.1109/SUM53465.2022.9858280]. | 1-gen-2022 | Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | QoT-_Estimation_Assisted_by_Transfer_learning_in_Extended_C-band_Network_Operating_on_400ZR.pdf; IEEE_Summer_Topicals_2022_QoT_Estimation_Assisted_by_Transfer_learning_in_Extended_C_band_Network_Operating_on_400ZR_21022022 (1).pdf |
| Query Based Iterative Learning Approach for Lightpath Deployment in Optical Networks / Usmani, Fehmida; Khan, Ihtesham; Tariq, Hafsa; Shahzad, Muhammad; Ahmad, Arsalan; Curri, Vittorio. - ELETTRONICO. - (2022), pp. 1253-1257. (Intervento presentato al convegno Asia Communications and Photonics Conference (ACP) tenutosi a Shenzhen, China nel 05-08 November 2022) [10.1109/ACP55869.2022.10089006]. | 1-gen-2022 | Usmani, FehmidaKhan, IhteshamCurri, Vittorio + | Query_Based_Iterative_Learning_Approach_for_Lightpath_Deployment_in_Optical_Networks.pdf; C_ACP_2022_Query_Based_Iterative_Learning_Approach_for_Lightpath_Deployment_in_Optical_Networks_31082022.pdf |