MASOOD, MUHAMMAD UMAR

MASOOD, MUHAMMAD UMAR  

Dipartimento di Elettronica e Telecomunicazioni  

057921  

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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
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.pdfC_ACP_Multiband_Switch_Softwarized_and_Autonomous_Management____V1_07072021 (6).pdf
Convolutional neural network for quality of transmission prediction of unestablished lightpaths / Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Shahzad, Muhammad; Curri, Vittorio. - In: MICROWAVE AND OPTICAL TECHNOLOGY LETTERS. - ISSN 0895-2477. - ELETTRONICO. - (2021). [10.1002/mop.32996] 1-gen-2021 Khan, IhteshamMasood, Muhammad UmarCurri, Vittorio + mop.32996.pdfJ_Convolutional_Neural_Network_for_Quality_of_Transmission_Prediction_of_Unestablished_Lightpaths_04042021__Copy_ (2).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
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
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
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
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
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.pdfC_ONDM_Impairment_aware_Virtual_Network_Embedding_Using_Time_Domain_Hybrid_Modulation_formats_in_Optical_Networks (1).pdf
Lightpath QoT Computation in Optical NetworksAssisted by Transfer Learning / Khan, Ihtesham; Bilal, Muhammad; Masood, Muhammad; D'Amico, Andrea; Curri, Vittorio. - 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.pdfKhan-Lightpath.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.pdfC_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.pdf09248693.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.pdfC_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 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.pdfC_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.pdfC_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.pdfC_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.pdfC_SoftCOM_Machine_Learning_based_Model_for_Defining_Circuit_level_Parameters_of_VCSEL_17062022 (4).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
Modeling Off-line Routing and Spectrum Allocation Problem in Elastic Optical Network / Alam, Shahzad; Masood, Muhammad Umar; Khan, Ihtesham; Ahmad, Arsalan; Ghafoor, Salman; Curri, Vittorio. - ELETTRONICO. - (2021), pp. 1-6. ((Intervento presentato al convegno International Conference on Electrical, Communication, and Computer Engineering (ICECCE) tenutosi a Kuala Lumpur, Malaysia nel 12-13 June 2021 [10.1109/ICECCE52056.2021.9514112]. 1-gen-2021 Masood, Muhammad UmarKhan, IhteshamCurri, Vittorio + Modeling_Off-line_Routing_and_Spectrum_Allocation_Problem_in_Elastic_Optical_Network.pdfC_ICECCE_2021_Modeling_Off_line_Routing_and_Spectrum______VF_04042021_submitted.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.pdfModular_Photonic-Integrated_Device_for_Multi-Band_Wavelength-Selective_Switching_2.pdf