Archivio Istituzionale della RicercaKHAN, IHTESHAM
KHAN, IHTESHAM
Dipartimento di Elettronica e Telecomunicazioni
047918
A Data-Driven Approach to Autonomous Management of Photonic Switching System
2021 Khan, Ihtesham; Masood, Muhammad Umar; Tunesi, Lorenzo; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
A Neural Network-Based Automatized Management of N ×N Integrated Optical Switches
2021 Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Bardella, Paolo; Ghillino, Enrico; Carena, Andrea; Curri, Vittorio
Advanced Formulation of QoT-Estimation for Un-established Lightpaths Using Cross-train Machine Learning Methods
2020 Khan, Ihtesham; Bilal, Muhammad; Curri, Vittorio
Automated model for characterization of VCSEL circuit-level parameters using machine learning
2023 Marchisio, Andrea; Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo
Automatic design of NxN integrated Benes optical switch
2021 Tunesi, Lorenzo; Giannuzzi, Giuseppe; Khan, Ihtesham; Patel, Jigesh K.; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo
Autonomous Control Model for C+L Multi-band Photonic Switch System using Machine Learning
2021 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio.
Autonomous Data-driven Model for Extraction of VCSEL Circuit-level Parameters
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo
Cross-Train: Machine Learning Assisted QoT-Estimation in Un-used Optical Networks
2021 Khan, Ihtesham; Bilal, Muhammad; Curri, Vittorio
Effectiveness of Machine Learning in Assessing QoT Impairments of Photonics Integrated Circuits to Reduce System Margin
2020 Khan, Ihtesham; Chalony, Maryvonne; Ghillino, Enrico; Masood, Muhammad Umar; Patel, Jigesh; Richards, Dwight; Mena, Pablo; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Evaluating Cross- feature Trained Machine Learning Models for Estimating QoT of Unestablished Lightpaths
2021 Usmani, Fehmida; Khan, Ihtesham; Siddiqui, Mehek; Khan, Mahnoor; Bilal, Muhamamd; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio
Impairment-aware Virtual Network Embedding Using Time Domain Hybrid Modulation formats in Optical Networks
2021 Shahzad, Farooq; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Imran, Muhammad; Ruffini, Marco; Curri, Vittorio
Machine Learning aided characterization of multi-stage integrated ring resonator filters
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Machine learning assisted abstraction of photonic integrated circuits in fully disaggregated transparent optical networks
2020 Khan, Ihtesham; Chalony, Maryvonne; Ghillino, Enrico; Masood, Muhammad Umar; Patel, Jigesh; Richards, Dwight; Mena, Pablo; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Machine learning Assisted Accurate Estimation of QoT Impairments of Photonics Switching System on 400ZR
2021 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio.
Machine Learning Assisted Extraction of Vertical Cavity Surface Emitting Lasers Parameters
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Curri, Vittorio; Bardella, Paolo
Machine Learning Assisted Management of Photonic Switching Systems
2021 Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Bardella, Paolo; Carena, Andrea; Curri, Vittori
Machine Learning Assisted Model of QoT Penalties for Photonics Switching System
2021 Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Machine Learning Driven Model for Software Management of Photonics Switching Systems
2021 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Machine Learning-based Model for Defining Circuit-level Parameters of VCSEL
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo
Machine-learning aided OSNR prediction in optical line systems
2019 D'Amico, Andrea; Straullu, Stefano; Nespola, Antonino; Khan, Ihtesham; Abdelfattah, Sherif; Virgillito, Emanuele; Piciaccia, Stefano; Tanzi, Aberto; Galimberti, Gabriele; Abrate, Silvio; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Data-Driven Approach to Autonomous Management of Photonic Switching System / Khan, Ihtesham; Masood, Muhammad Umar; Tunesi, Lorenzo; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2021), pp. 1-2. (Intervento presentato al convegno IEEE Photonics Society Summer Topicals Meeting Series (SUM) tenutosi a Cabo San Lucas, Mexico nel 19-21 July 2021) [10.1109/SUM48717.2021.9505780]. | 1-gen-2021 | Khan, IhteshamMasood, Muhammad UmarTunesi, LorenzoBardella, PaoloCarena, AndreaCurri, Vittorio + | A_Data-Driven_Approach_to_Autonomous_Management_of_Photonic_Switching_System.pdf; C_IEEE_summer_topicals_A_Data_Driven_Approach_to____V1_02032021.pdf |
| A Neural Network-Based Automatized Management of N ×N Integrated Optical Switches / Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Bardella, Paolo; Ghillino, Enrico; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2021). (Intervento presentato al convegno OSA Advanced Photonics Congress 2021 tenutosi a Washington, DC United States nel 26–29 July 2021). | 1-gen-2021 | KHAN, IHTESHAMMASOOD, MUHAMMAD UMARTUNESI, LORENZOBARDELLA, PAOLOCARENA, ANDREACURRI, VITTORIO + | Networks-2021-NeF2B.2.pdf; C_APC_OSA_A_Neural_Network_Based_Automatize_Management_of_NxN_Integrated_Optical_Switches_11032021.pdf |
| Advanced Formulation of QoT-Estimation for Un-established Lightpaths Using Cross-train Machine Learning Methods / Khan, Ihtesham; Bilal, Muhammad; Curri, Vittorio. - ELETTRONICO. - (2020), pp. 1-4. (Intervento presentato al convegno International Conference on Transparent Optical Networks (ICTON) tenutosi a Bari, Italy) [10.1109/ICTON51198.2020.9203334]. | 1-gen-2020 | Khan, IhteshamCurri, Vittorio + | output_6.pdf; 09203334.pdf |
| Automated model for characterization of VCSEL circuit-level parameters using machine learning / Marchisio, Andrea; Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2023), pp. 264-266. (Intervento presentato al convegno European Conference on Integrated Optics tenutosi a Enschede, Paesi Bassi nel 19-21 Aprile 2023). | 1-gen-2023 | Marchisio, AndreaKhan, IhteshamTunesi, LorenzoMasood, Muhammad UmarCurri, VittorioCarena, AndreaBardella, Paolo + | 2023_ECIO_Automated_Model_for_Characterization_of_VCSEL_Circuit_level_Parameters_Using_Machine_Learning.pdf |
| Automatic design of NxN integrated Benes optical switch / Tunesi, Lorenzo; Giannuzzi, Giuseppe; Khan, Ihtesham; Patel, Jigesh K.; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2021). (Intervento presentato al convegno PHOTONIC WEST 2021) [10.1117/12.2578834]. | 1-gen-2021 | Tunesi, LorenzoGiannuzzi, GiuseppeKhan, IhteshamCurri, VittorioCarena, AndreaBardella, Paolo + | 1169110 (1).pdf; SPIE_2021_Automatic_design_of_NxN_integrated_Benes_optical_switch.pdf |
| Autonomous Control Model for C+L Multi-band Photonic Switch System using Machine Learning / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio.. - ELETTRONICO. - (2021). (Intervento presentato al convegno Asia Communications and Photonics tenutosi a Shanghai China nel 24–27 October 2021) [10.1364/ACPC.2021.T4A.163]. | 1-gen-2021 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio. + | ACPC-2021-T4A.163.pdf; C_ACP_Multiband_Switch_Softwarized_and_Autonomous_Management____V1_07072021 (6).pdf |
| Autonomous Data-driven Model for Extraction of VCSEL Circuit-level Parameters / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2022), pp. 1530-1533. (Intervento presentato al convegno Asia Communications and Photonics Conference (ACP) tenutosi a Shenzhen, China nel 05-08 November 2022) [10.1109/ACP55869.2022.10088942]. | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarCurri, VittorioCarena, AndreaBardella, Paolo + | Autonomous_Data-driven_Model_for_Extraction_of_VCSEL_Circuit-level_Parameters.pdf; C_ACP_Autonomous_Data_driven_Model_for_Extraction_of_VCSEL_Circuit_level_Parameters_02082022 (1).pdf |
| Cross-Train: Machine Learning Assisted QoT-Estimation in Un-used Optical Networks / Khan, Ihtesham; Bilal, Muhammad; Curri, Vittorio. - ELETTRONICO. - 797:(2021), pp. 78-87. (Intervento presentato al convegno 4th International Conference on Telecommunications and Communication Engineering) [10.1007/978-981-16-5692-7_9]. | 1-gen-2021 | Khan, IhteshamCurri, Vittorio + | final_published_paper.pdf; C_ICTCE_2020_Cross_training__Machine_Learning_Assisted____V1_02032021__Copy_ (5).pdf |
| Effectiveness of Machine Learning in Assessing QoT Impairments of Photonics Integrated Circuits to Reduce System Margin / Khan, Ihtesham; Chalony, Maryvonne; Ghillino, Enrico; Masood, Muhammad Umar; Patel, Jigesh; Richards, Dwight; Mena, Pablo; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2020), pp. 1-2. (Intervento presentato al convegno IEEE Photonics Conference (IPC) tenutosi a CANADA) [10.1109/IPC47351.2020.9252247]. | 1-gen-2020 | Khan, IhteshamMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | IPCIEEE.pdf; IPCV2.pdf |
| Evaluating Cross- feature Trained Machine Learning Models for Estimating QoT of Unestablished Lightpaths / Usmani, Fehmida; Khan, Ihtesham; Siddiqui, Mehek; Khan, Mahnoor; Bilal, Muhamamd; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE) tenutosi a Kuala Lumpur, Malaysia nel 12-13 June 2021) [10.1109/ICECCE52056.2021.9514154]. | 1-gen-2021 | Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | Evaluating_Cross-_feature_Trained_Machine_Learning_Models_for_Estimating_QoT_of_Unestablished_Lightpaths.pdf; C_ICECCE_Evaluating_Cross_feature_Trained_Machine_Learning_Models_for_Estimating_QoT_of_Unestablished_Lightpaths_18032021.pdf |
| Impairment-aware Virtual Network Embedding Using Time Domain Hybrid Modulation formats in Optical Networks / Shahzad, Farooq; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Imran, Muhammad; Ruffini, Marco; Curri, Vittorio. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 International Conference on Optical Network Design and Modeling (ONDM)) [10.23919/ONDM51796.2021.9492380]. | 1-gen-2021 | Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | Impairment-aware_Virtual_Network_Embedding_Using_Time_Domain_Hybrid_Modulation_formats_in_Optical_Networks.pdf; C_ONDM_Impairment_aware_Virtual_Network_Embedding_Using_Time_Domain_Hybrid_Modulation_formats_in_Optical_Networks (1).pdf |
| Machine Learning aided characterization of multi-stage integrated ring resonator filters / Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2022). (Intervento presentato al convegno Optica Advanced Photonics Congress 2022 tenutosi a Maastricht,Limburg Netherlands nel 24–28 July 2022). | 1-gen-2022 | Ihtesham KhanLorenzo TunesiMuhammad Umar MasoodPaolo BardellaAndrea CarenaVittorio Curri + | IPRSN-2022-IM3B.4.pdf; C_CLEO_2022_Machine_Learning_Assisted_Design___V1_29112021_2.pdf |
| Machine learning assisted abstraction of photonic integrated circuits in fully disaggregated transparent optical networks / Khan, Ihtesham; Chalony, Maryvonne; Ghillino, Enrico; Masood, Muhammad Umar; Patel, Jigesh; Richards, Dwight; Mena, Pablo; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2020), pp. 1-4. (Intervento presentato al convegno International Conference on Transparent Optical Networks (ICTON) tenutosi a ITALY) [10.1109/ICTON51198.2020.9248693]. | 1-gen-2020 | Khan, IhteshamMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | output_8.pdf; 09248693.pdf |
| Machine learning Assisted Accurate Estimation of QoT Impairments of Photonics Switching System on 400ZR / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio.. - ELETTRONICO. - (2021). (Intervento presentato al convegno Asia Communications and Photonics tenutosi a Shanghai, China nel 24–27 October 2021) [10.1364/ACPC.2021.T2B.2]. | 1-gen-2021 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio. + | ACPC-2021-T2B.2.pdf; C_ACP_Rejected_C_ECOC_Machine_learning_Assisted_Accurate_Estimation_of_QoT_Impairments_of_Photonics_Switching_System_on_400ZR_V1_19072021 (3).pdf |
| Machine Learning Assisted Extraction of Vertical Cavity Surface Emitting Lasers Parameters / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Curri, Vittorio; Bardella, Paolo. - ELETTRONICO. - (2022), pp. 1-2. (Intervento presentato al convegno 2022 IEEE Photonics Conference (IPC) tenutosi a Vancouver, BC, Canada nel 13-17 November 2022) [10.1109/IPC53466.2022.9975585]. | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarCarena, AndreaCurri, VittorioBardella, Paolo + | Machine_Learning_Assisted_Extraction_of_Vertical_Cavity_Surface_Emitting_Lasers_Parameters.pdf; 2022_IPC_Machine_Learning_Assisted_Extraction_of_VCSEL_Parameters (4).pdf |
| Machine Learning Assisted Management of Photonic Switching Systems / Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Bardella, Paolo; Carena, Andrea; Curri, Vittori. - ELETTRONICO. - (2021). (Intervento presentato al convegno (CLEO) conference on Lasers and Electro-Optics tenutosi a San Jose nel 9–14 May 2021) [10.1364/CLEO_AT.2021.JTu3A.32]. | 1-gen-2021 | KHAN, IHTESHAMMASOOD, MUHAMMAD UMARTUNESI, LORENZOBARDELLA, PAOLOCARENA, ANDREACURRI, VITTORI | CLEO_AT-2021-JTu3A.32.pdf; C_CLEO_2021_Machine_Learning_Assisted_Management____V1_02032021 (1).pdf |
| Machine Learning Assisted Model of QoT Penalties for Photonics Switching System / Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2021). (Intervento presentato al convegno Photonics in Switching and Computing 2021 tenutosi a Washington, DC United States nel 27–29 September 2021). | 1-gen-2021 | Ihtesham KhanLorenzo TunesiMuhammad Umar MasoodPaolo BardellaAndrea CarenaVittorio Curri + | PSC-2021-M2A.3.pdf; C_IPC_Machine_Learning_Aided_QoT_Assessment_of_Photonics_Switching_System_in_Software_defined_Optical_Network_29042021 (2).pdf |
| Machine Learning Driven Model for Software Management of Photonics Switching Systems / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 IEEE Global Communications Conference (GLOBECOM) tenutosi a Madrid, Spain nel 7-11 Dec. 2021) [10.1109/GLOBECOM46510.2021.9685878]. | 1-gen-2021 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | Machine_Learning_Driven_Model_for_Software_Management_of_Photonics_Switching_Systems.pdf; C_Globecom_Softwarized_and_Autonomous_Management____V1_12052021.pdf |
| Machine Learning-based Model for Defining Circuit-level Parameters of VCSEL / Khan, Ihtesham; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2022). (Intervento presentato al convegno International Conference on Software, Telecommunications and Computer Networks (SoftCOM) tenutosi a Split, Croatia nel 22-24 September 2022) [10.23919/SoftCOM55329.2022.9911489]. | 1-gen-2022 | Ihtesham KhanLorenzo TunesiMuhammad Umar MasoodVittorio CurriAndrea CarenaPaolo Bardella + | Machine_Learning-based_Model_for_Defining_Circuit-level_Parameters_of_VCSEL.pdf; C_SoftCOM_Machine_Learning_based_Model_for_Defining_Circuit_level_Parameters_of_VCSEL_17062022 (4).pdf |
| Machine-learning aided OSNR prediction in optical line systems / D'Amico, Andrea; Straullu, Stefano; Nespola, Antonino; Khan, Ihtesham; Abdelfattah, Sherif; Virgillito, Emanuele; Piciaccia, Stefano; Tanzi, Aberto; Galimberti, Gabriele; Abrate, Silvio; Curri, Vittorio. - (2019), pp. 1-4. (Intervento presentato al convegno European Conference on Optical Communication (ECOC 2019) tenutosi a Dublin, Ireland) [10.1049/cp.2019.0758]. | 1-gen-2019 | Andrea D'AmicoIhtesham KhanEmanuele VirgillitoVittorio Curri + | 09125486.pdf; ECOC_2019_ML.pdf |