Archivio Istituzionale della RicercaSfoglia per Autore
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
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
Using machine learning in an open optical line system controller
2020 D'Amico, A.; Curri, V.; Straullu, S.; Nespola, A.; Khan, I.; London, E.; Virgillito, E.; Piciaccia, S.; Tanzi, A.; Galimberti, G.
Smart Provisioning of Sliceable Bandwidth Variable Transponders in Elastic Optical Networks
2020 Masood, MUHAMMAD UMAR; Khan, Ihtesham; Ahmad, Arsalan; Imran, Muhammad; Curri, Vittorio
Assessment of Cross-train Machine Learning Techniques for QoT-Estimation in agnostic Optical Networks
2020 Khan, Ihtesham; Bilal, Muhammad; Curri, Vittorio
Advanced Formulation of QoT-Estimation for Un-established Lightpaths Using Cross-train Machine Learning Methods
2020 Khan, Ihtesham; Bilal, Muhammad; Curri, Vittorio
Impact of data center placement on the power consumption of flexible-grid optical networks
2020 Khan, Ihtesham; Ahmad, Arsalan; Masood, Muhammad U.; Malik, Asad W.; Ahmed, Nadeem; Curri, Vittorio
QoT Estimation for Light-path Provisioning in Un-Seen Optical Networks using Machine Learning
2020 Khan, Ihtesham; Bilal, Muhammad; Siddiqui, Mehek; Khan, Mahnoor; Ahmad, Arsalan; Shahzad, Muhammad; 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
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 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
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
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.
Lightpath QoT Computation in Optical NetworksAssisted by Transfer Learning
2021 Khan, Ihtesham; Bilal, Muhammad; Masood, Muhammad; D'Amico, Andrea; Curri, Vittorio
Machine Learning Assisted Management of Photonic Switching Systems
2021 Khan, Ihtesham; Masood, MUHAMMAD UMAR; Tunesi, Lorenzo; Bardella, Paolo; Carena, Andrea; Curri, Vittori
Machine-learning-aided abstraction of photonic integrated circuits in software-defined optical transport
2021 Khan, Ihtesham; Tunesi, Lorenzo; Chalony, Maryvonne; Ghillino, Enrico; Masood, Muhammad Umar; Patel, Jigesh; Bardella, Paolo; Carena, Andrea; 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
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
Automatic Management of N×N Photonic Switch Powered by Machine Learning in Software-defined Optical Transport
2021 Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio
Cross-feature trained machine learning models for QoT-estimation in optical networks
2021 Usmani, Fehmida; Khan, Ihtesham; Siddiqui, Mehek; Khan, Mahnoor; Bilal, Muhammad; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Machine-learning aided OSNR prediction in optical line systems / D'Amico, A., Straullu, S., Nespola, A., Khan, I., Abdelfattah, S., Virgillito, E., Piciaccia, S., Tanzi, A., Galimberti, G., Abrate, S., Curri, V.. - (2019), pp. 1-4. (European Conference on Optical Communication (ECOC 2019) Dublin, Ireland ) [10.1049/cp.2019.0758]. | 1-gen-2019 | Andrea D'AmicoIhtesham KhanEmanuele VirgillitoVittorio Curri + | 09125486.pdf; ECOC_2019_ML.pdf |
| Effectiveness of Machine Learning in Assessing QoT Impairments of Photonics Integrated Circuits to Reduce System Margin / Khan, I., Chalony, M., Ghillino, E., Masood, M.U., Patel, J., Richards, D., Mena, P., Bardella, P., Carena, A., Curri, V.. - ELETTRONICO. - (2020), pp. 1-2. (IEEE Photonics Conference (IPC) CANADA ) [10.1109/IPC47351.2020.9252247]. | 1-gen-2020 | Khan, IhteshamMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | IPCIEEE.pdf; IPCV2.pdf |
| Using machine learning in an open optical line system controller / D'Amico, A., Curri, V., Straullu, S., Nespola, A., Khan, I., London, E., Virgillito, E., Piciaccia, S., Tanzi, A., Galimberti, G.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - 12:6(2020), pp. C1-C11. [10.1364/JOCN.382557] | 1-gen-2020 | D'Amico A.Curri V.Khan I.London E.Virgillito E. + | D'Amico-Usingmachine.pdf |
| Smart Provisioning of Sliceable Bandwidth Variable Transponders in Elastic Optical Networks / Masood, M.U., Khan, I., Ahmad, A., Imran, M., Curri, V.. - ELETTRONICO. - (2020), pp. 85-91. (IEEE Conference on Network Softwarization Ghent, Belgium ) [10.1109/NetSoft48620.2020.9165462]. | 1-gen-2020 | Muhammad Umar MasoodKhan IhteshamCurri, Vittorio + | 09165462.pdf; Netsoft_2020_Performance_Analysis_of_Sliceable_Bandwidth_Variable_Transponders_based_on_Multi_Wavelength_Sources (2).pdf |
| Assessment of Cross-train Machine Learning Techniques for QoT-Estimation in agnostic Optical Networks / Khan, I., Bilal, M., Curri, V.. - In: OSA CONTINUUM. - ISSN 2578-7519. - 3:10(2020), pp. 2690-2706. [10.1364/OSAC.399511] | 1-gen-2020 | Ihtesham KhanVittorio Curri + | osac-3-10-2690.pdf |
| Advanced Formulation of QoT-Estimation for Un-established Lightpaths Using Cross-train Machine Learning Methods / Khan, I., Bilal, M., Curri, V.. - ELETTRONICO. - (2020), pp. 1-4. (International Conference on Transparent Optical Networks (ICTON) Bari, Italy ) [10.1109/ICTON51198.2020.9203334]. | 1-gen-2020 | Khan, IhteshamCurri, Vittorio + | output_6.pdf; 09203334.pdf |
| Impact of data center placement on the power consumption of flexible-grid optical networks / Khan, I., Ahmad, A., Masood, M.U., Malik, A.W., Ahmed, N., Curri, V.. - In: OPTICAL ENGINEERING. - ISSN 0091-3286. - 59:1(2020), pp. 1-17. [10.1117/1.OE.59.1.016115] | 1-gen-2020 | Ihtesham KhanMuhammad U. MasoodVittorio Curri + | 016115_1.pdf |
| QoT Estimation for Light-path Provisioning in Un-Seen Optical Networks using Machine Learning / Khan, I., Bilal, M., Siddiqui, M., Khan, M., Ahmad, A., Shahzad, M., Curri, V.. - ELETTRONICO. - (2020), pp. 1-4. (International Conference on Transparent Optical Networks (ICTON) Bari, Italy ) [10.1109/ICTON51198.2020.9203364]. | 1-gen-2020 | Khan, IhteshamCurri, Vittorio + | khan2020.pdf; ICTON_2020_QoT_Estimation_for_Light_path_Provisioning_in_Un_Seen_OpticalNetworks_using_Machine_Learning.pdf |
| Machine learning assisted abstraction of photonic integrated circuits in fully disaggregated transparent optical networks / Khan, I., Chalony, M., Ghillino, E., Masood, M.U., Patel, J., Richards, D., Mena, P., Bardella, P., Carena, A., Curri, V.. - ELETTRONICO. - (2020), pp. 1-4. (International Conference on Transparent Optical Networks (ICTON) ITALY ) [10.1109/ICTON51198.2020.9248693]. | 1-gen-2020 | Khan, IhteshamMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | output_8.pdf; 09248693.pdf |
| Softwarized and Autonomous Management of Photonic Switching Systems Using Machine Learning / Khan, I., Masood, M.U., Tunesi, L., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - ELETTRONICO. - (2021). (2021 International Conference on Optical Network Design and Modeling (ONDM) Gothenburg, Sweden 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 Neural Network-Based Automatized Management of N ×N Integrated Optical Switches / Khan, I., Masood, M.U., Tunesi, L., Bardella, P., Ghillino, E., Carena, A., Curri, V.. - ELETTRONICO. - (2021). (OSA Advanced Photonics Congress 2021 Washington, DC United States 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 |
| A Data-Driven Approach to Autonomous Management of Photonic Switching System / Khan, I., Masood, M.U., Tunesi, L., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - ELETTRONICO. - (2021), pp. 1-2. (IEEE Photonics Society Summer Topicals Meeting Series (SUM) Cabo San Lucas, Mexico 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 |
| Machine learning Assisted Accurate Estimation of QoT Impairments of Photonics Switching System on 400ZR / Khan, I., Tunesi, L., Masood, M.U., Ghillino, E., Bardella, P., Carena, A., Curri, Vittorio.. - ELETTRONICO. - (2021). (Asia Communications and Photonics Shanghai, China 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 |
| Lightpath QoT Computation in Optical NetworksAssisted by Transfer Learning / Khan, I., Bilal, M., Masood, M., D'Amico, A., Curri, V.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - ELETTRONICO. - 13:4(2021), pp. b72-b82. [10.1364/JOCN.409538] | 1-gen-2021 | Khan, Ihteshammasood, muhammadD'Amico, AndreaCurri, Vittorio + | 409538.pdf; Khan-Lightpath.pdf |
| Machine Learning Assisted Management of Photonic Switching Systems / Khan, I., Masood, M.U., Tunesi, L., Bardella, P., Carena, A., Curri, V.. - ELETTRONICO. - (2021). ((CLEO) conference on Lasers and Electro-Optics San Jose 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-aided abstraction of photonic integrated circuits in software-defined optical transport / Khan, I., Tunesi, L., Chalony, M., Ghillino, E., Masood, M.U., Patel, J., Bardella, P., Carena, A., Curri, V.. - ELETTRONICO. - (2021). (PHOTONIC WEST 2021 ) [10.1117/12.2578770]. | 1-gen-2021 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | 117130Q (2).pdf; SPIE_2021_Machine_learning_aided_abstraction_of_photonic_integrated_circuits_in_software_defined_optical_transport.pdf |
| Impairment-aware Virtual Network Embedding Using Time Domain Hybrid Modulation formats in Optical Networks / Shahzad, F., Khan, I., Masood, M.U., Ahmad, A., Imran, M., Ruffini, M., Curri, V.. - ELETTRONICO. - (2021), pp. 1-6. (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 |
| Automatic design of NxN integrated Benes optical switch / Tunesi, L., Giannuzzi, G., Khan, I., Patel, J.K., Ghillino, E., Curri, V., Carena, A., Bardella, P.. - ELETTRONICO. - (2021). (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 |
| Automatic Management of N×N Photonic Switch Powered by Machine Learning in Software-defined Optical Transport / Khan, I., Tunesi, L., Masood, M.U., Ghillino, E., Bardella, P., Carena, A., Curri, V.. - In: IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY. - ISSN 2644-125X. - ELETTRONICO. - 2:(2021), pp. 1-1. [10.1109/OJCOMS.2021.3085678] | 1-gen-2021 | Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + | J_IEEE_OJCS_Automatic_Management_of_N_N____VF_29052021 (2).pdf; OJCOMS3085678 (1).pdf |
| Cross-feature trained machine learning models for QoT-estimation in optical networks / Usmani, F., Khan, I., Siddiqui, M., Khan, M., Bilal, M., Masood, M.U., Ahmad, A., Shahzad, M., Curri, V.. - In: OPTICAL ENGINEERING. - ISSN 0091-3286. - ELETTRONICO. - 60:12(2021). [10.1117/1.OE.60.12.125106] | 1-gen-2021 | Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + | published_OE-20210444_online.pdf; J_OE_Cross_feature_Trained_Machine_Learning_Models_for_QoT_Estimation_in_Optical_Networks.pdf |
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