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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.pdfECOC_2019_ML.pdf
QoT Estimation for Light-path Provisioning in Un-Seen Optical Networks using Machine Learning / Khan, Ihtesham; Bilal, Muhammad; Siddiqui, Mehek; Khan, Mahnoor; Ahmad, Arsalan; Shahzad, 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/ICTON51198.2020.9203364]. 1-gen-2020 Khan, IhteshamCurri, Vittorio + khan2020.pdfICTON_2020_QoT_Estimation_for_Light_path_Provisioning_in_Un_Seen_OpticalNetworks_using_Machine_Learning.pdf
Smart Provisioning of Sliceable Bandwidth Variable Transponders in Elastic Optical Networks / Masood, MUHAMMAD UMAR; Khan, Ihtesham; Ahmad, Arsalan; Imran, Muhammad; Curri, Vittorio. - ELETTRONICO. - (2020), pp. 85-91. (Intervento presentato al convegno IEEE Conference on Network Softwarization tenutosi a Ghent, Belgium) [10.1109/NetSoft48620.2020.9165462]. 1-gen-2020 Muhammad Umar MasoodKhan IhteshamCurri, Vittorio + 09165462.pdfNetsoft_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, Ihtesham; Bilal, Muhammad; Curri, Vittorio. - 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
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
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.pdfIPCV2.pdf
Impact of data center placement on the power consumption of flexible-grid optical networks / Khan, Ihtesham; Ahmad, Arsalan; Masood, Muhammad U.; Malik, Asad W.; Ahmed, Nadeem; Curri, Vittorio. - 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
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.pdf09203334.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.pdf09248693.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.pdfC_IEEE_summer_topicals_A_Data_Driven_Approach_to____V1_02032021.pdf
Routing and Spectrum Allocation Heuristic for Sliced Elastic Optical Network System / Alam, Shahzad; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Ghafoor, Salman; 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/SUM48717.2021.9505961]. 1-gen-2021 Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + Routing_and_Spectrum_Allocation_Heuristic_for_Sliced_Elastic_Optical_Network_System.pdfC_IEEE_summer_topicals_Routing_and_spectrum____V1_06032021.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.pdfC_ONDM_Softwarized_and_Autonomous_Management____V1_10032021 (1).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.pdfC_APC_OSA_A_Neural_Network_Based_Automatize_Management_of_NxN_Integrated_Optical_Switches_11032021.pdf
Machine Learning Assisted Model of QoT Penalties for Photonics Switching Systems / 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.pdfC_IPC_Machine_Learning_Aided_QoT_Assessment_of_Photonics_Switching_System_in_Software_defined_Optical_Network_29042021 (2).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.pdfC_ICECCE_Evaluating_Cross_feature_Trained_Machine_Learning_Models_for_Estimating_QoT_of_Unestablished_Lightpaths_18032021.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.pdfC_Globecom_Softwarized_and_Autonomous_Management____V1_12052021.pdf
Cross-feature trained machine learning models for QoT-estimation in optical networks / Usmani, Fehmida; Khan, Ihtesham; Siddiqui, Mehek; Khan, Mahnoor; Bilal, Muhammad; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio. - 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.pdfJ_OE_Cross_feature_Trained_Machine_Learning_Models_for_QoT_Estimation_in_Optical_Networks.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).pdfSPIE_2021_Automatic_design_of_NxN_integrated_Benes_optical_switch.pdf
Machine-learning-aided abstraction of photonic integrated circuits in software-defined optical transport / Khan, Ihtesham; Tunesi, Lorenzo; Chalony, Maryvonne; Ghillino, Enrico; Masood, Muhammad Umar; Patel, Jigesh; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2021). (Intervento presentato al convegno PHOTONIC WEST 2021) [10.1117/12.2578770]. 1-gen-2021 Khan, IhteshamTunesi, LorenzoMasood, Muhammad UmarBardella, PaoloCarena, AndreaCurri, Vittorio + 117130Q (2).pdfSPIE_2021_Machine_learning_aided_abstraction_of_photonic_integrated_circuits_in_software_defined_optical_transport.pdf
Automatic Management of N×N Photonic Switch Powered by Machine Learning in Software-defined Optical Transport / Khan, Ihtesham; Tunesi, Lorenzo; Masood, Muhammad Umar; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - 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).pdfOJCOMS3085678 (1).pdf
Mostrati risultati da 1 a 20 di 64
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