Archivio Istituzionale della RicercaKHAN, IHTESHAM
KHAN, IHTESHAM
Dipartimento di Elettronica e Telecomunicazioni
047918
Machine Learning for Multi-Layer Open and Disaggregated Optical Networks
2022 Khan, Ihtesham
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
Networking Analysis of Photonics Integrated Multiband WSS Based ROADM Architecture
2022 Masood, MUHAMMAD UMAR; Khan, Ihtesham; Tunesi, Lorenzo; Bruno, Correia; SADEGHI YAMCHI, Rasoul; 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
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
Performance evaluation of data-driven techniques for the softwarized and agnostic management of an N×N photonic switch
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Novel Design and Operation of Photonic- integrated WSS for Ultra-wideband Applications
2022 Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Bardella, Paolo; Curri, Vittorio
Optimized management of ultra-wideband photonics switching systems assisted by machine learning
2022 Khan, Ihtesham; Tunesi, Lorenzo; Umar Masood, Muhammad; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard
2022 Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio
Optimal control of Beneš optical networks assisted by machine learning
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Performance Analysis of Novel Multi-band Photonic-integrated WSS Operated on 400ZR
2022 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Bardella, Paolo; Curri, Vittorio
Modular Photonic-Integrated Device for Multi-Band Wavelength-Selective Switching
2022 Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Curri, Vittorio; Bardella, Paolo
Network Traffic Analysis of Modular Multiband Integrated WSS based ROADMs
2022 Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Correia, Bruno; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Network Performance of ROADM Architecture Enabled by Novel Wideband-integrated WSS
2022 Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Correia, Bruno; 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
Softwarized and Autonomous Management of Photonic Switching Systems Using Machine Learning
2021 Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
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
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
Machine Learning Assisted Management of Photonic Switching Systems
2021 Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Bardella, Paolo; Carena, Andrea; Curri, Vittori
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Machine Learning for Multi-Layer Open and Disaggregated Optical Networks / Khan, Ihtesham. - (2022 May 17), pp. 1-164. | 17-mag-2022 | KHAN, IHTESHAM | conv_ihtesham_thesis_(6).pdf; conv_abstract-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 |
| Networking Analysis of Photonics Integrated Multiband WSS Based ROADM Architecture / Masood, MUHAMMAD UMAR; Khan, Ihtesham; Tunesi, Lorenzo; Bruno, Correia; SADEGHI YAMCHI, Rasoul; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - 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/SoftCOM55329.2022.9911234]. | 1-gen-2022 | Muhammad Umar MasoodIhtesham KhanLorenzo TunesiBruno CorreiaRasoul SadeghiPaolo BardellaAndrea CarenaVittorio Curri + | C_SoftCOM_Networking_Analysis_of__Photonics_Integrated_Multiband_WSS_Based_ROADM_Architecture_18052022.pdf; Networking_Analysis_of_Photonics_Integrated_Multiband_WSS_Based_ROADM_Architecture.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 |
| 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 |
| Performance evaluation of data-driven techniques for the softwarized and agnostic management of an N×N photonic switch / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - In: OPTICS CONTINUUM. - ISSN 2770-0208. - ELETTRONICO. - 1:1(2022), pp. 1-15. [10.1364/OPTCON.428567] | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | Optical1.pdf; J_OSA_CONTINUUM_Performance__Evaluation_of_Data_Driven_Techniques_for_Softwarized_and_Agnostic_Management_of_NxN_V1_02032021 (1).pdf |
| Novel Design and Operation of Photonic- integrated WSS for Ultra-wideband Applications / Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Bardella, Paolo; 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/SUM53465.2022.9858267]. | 1-gen-2022 | Tunesi, LorenzoKhan, IhteshamMasood, Muhammad UmarCarena, AndreaBardella, PaoloCurri, Vittorio + | Novel_Design_and_Operation_of_Photonic-_integrated_WSS_for_Ultra-wideband_Applications.pdf; IEEE_Summer_2021__Device.pdf |
| Optimized management of ultra-wideband photonics switching systems assisted by machine learning / Khan, Ihtesham; Tunesi, Lorenzo; Umar Masood, Muhammad; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - In: OPTICS EXPRESS. - ISSN 1094-4087. - ELETTRONICO. - 30:3(2022), p. 3989. [10.1364/OE.442194] | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoUmar Masood, MuhammadBardella, PaoloCarena, AndreaCurri, Vittorio + | Revised_J_Optic_Excpress_Softwareized_Management_of_Ultra_wideband_Photonics_Switching_Systems_Assisted_by_Machine_Learning_V2_17112021.pdf; oe-30-3-3989.pdf |
| 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. - ELETTRONICO. - (2022), pp. 1-6. ((Intervento presentato al convegno 2022 International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Warsaw, Poland nel 16-19 May 2022 [10.23919/ONDM54585.2022.9782856]. | 1-gen-2022 | Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | C_ICC_Transfer_learning_Aided_QoT_Computation_in_Network_Operating_with_the_400ZR_Standard_25102021 (2).pdf; Transfer_learning_Aided_QoT_Computation_in_Network_Operating_with_the_400ZR_Standard.pdf |
| Optimal control of Beneš optical networks assisted by machine learning / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2022), p. 32. ((Intervento presentato al convegno SPIE Photonics West tenutosi a San Francisco nel 2022 [10.1117/12.2608595]. | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | 2022_SPIE_Optimal_control_of_Bene__optical_networks_assisted_by_machine_learning (1).pdf; Khan-Optimal.pdf |
| Performance Analysis of Novel Multi-band Photonic-integrated WSS Operated on 400ZR / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Bardella, Paolo; 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/SUM53465.2022.9858263]. | 1-gen-2022 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarCarena, AndreaBardella, PaoloCurri, Vittorio + | Performance_Analysis_of_Novel_Multi-band_Photonic-integrated_WSS_Operated_on_400ZR.pdf; IEEE_Summer_2021__Telecom (1).pdf |
| Modular Photonic-Integrated Device for Multi-Band Wavelength-Selective Switching / Tunesi, Lorenzo; Khan, Ihtesham; Masood, Muhammad Umar; Ghillino, Enrico; Carena, Andrea; Curri, Vittorio; Bardella, Paolo. - ELETTRONICO. - (2022), pp. 1-3. ((Intervento presentato al convegno OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC) tenutosi a Toyama, Japan nel 03-06 July 2022 [10.23919/OECC/PSC53152.2022.9850062]. | 1-gen-2022 | Tunesi, LorenzoKhan, IhteshamMasood, Muhammad UmarCarena, AndreaCurri, VittorioBardella, Paolo + | Modular_Photonic-Integrated_Device_for_Multi-Band_Wavelength-Selective_Switching.pdf; Modular_Photonic-Integrated_Device_for_Multi-Band_Wavelength-Selective_Switching_2.pdf |
| Network Traffic Analysis of Modular Multiband Integrated WSS based ROADMs / Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Correia, Bruno; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - 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/IPC53466.2022.9975622]. | 1-gen-2022 | Masood, Muhammad UmarKhan, IhteshamTunesi, LorenzoCorreia, BrunoBardella, PaoloCarena, AndreaCurri, Vittorio + | C_IPC_Network_Traffic_Analysis_of_Modular_Multiband_Integrated_WSS_based_ROADMs_25052022.pdf; Network_Traffic_Analysis_of_Modular_Multiband_Integrated_WSS_based_ROADMs.pdf |
| Network Performance of ROADM Architecture Enabled by Novel Wideband-integrated WSS / Masood, Muhammad Umar; Khan, Ihtesham; Tunesi, Lorenzo; Correia, Bruno; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2022), pp. 2945-2950. ((Intervento presentato al convegno 2022 IEEE Global Communications Conference (GLOBECOM) tenutosi a Rio de Janeiro, Brazil nel 04-08 December 2022 [10.1109/GLOBECOM48099.2022.10001201]. | 1-gen-2022 | Masood, Muhammad UmarKhan, IhteshamTunesi, LorenzoCorreia, BrunoBardella, PaoloCarena, AndreaCurri, Vittorio + | C_GLOBECOM_Network_Performance_of_ROADM_Architecture_Enabled_by_Novel_Wideband_integrated_WSS_08042022.pdf; Network_Performance_of_ROADM_Architecture_Enabled_by_Novel_Wideband-integrated_WSS.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 |
| Softwarized and Autonomous Management of Photonic Switching Systems Using Machine Learning / Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2021). ((Intervento presentato al convegno 2021 International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Gothenburg, Sweden nel June 28 - July 1, 2021. | 1-gen-2021 | KHAN,IHTESHAMMASOOD, MUHAMMAD UMARTunesi, LorenzoBardella, PaoloCarena, AndreaCurri,Vittorio + | 1570710701.pdf; C_ONDM_Softwarized_and_Autonomous_Management____V1_10032021 (1).pdf |
| 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 |
| 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 |
| 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 |