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MASOOD, MUHAMMAD UMAR

MASOOD, MUHAMMAD UMAR  

Dipartimento di Elettronica e Telecomunicazioni  

057921  

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A Comprehensive Network Performance Analysis of Multi-band Photonic Integrated WSS for 400G and 800G Transmission / Masood, Muhammad Umar; Tunesi, Lorenzo; Khan, Ihtesham; Correia, Bruno; Ghillino, Enrico; Bardella, Paolo; Carena, Andrea; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207198]. 1-gen-2023 Masood, Muhammad UmarTunesi, LorenzoKhan, IhteshamCorreia, BrunoBardella, PaoloCarena, AndreaCurri, Vittorio + A_Comprehensive_Network_Performance_Analysis_of_Multi-band_Photonic_Integrated_WSS_for_400G_and_800G_Transmission.pdf; C_ICTON_A_Comprehensive_Network_Performance_Analysis_of_Multi_band_Photonic_Integrated_WSS_for_400G_and_beyond_Transmission_27032023.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 Machine Learning-Based Model for Characterizing Stationary-and-Dynamic Behavior of VCSEL / Khan, Ihtesham; Marchisio, Andrea; Tunesi, Lorenzo; Masood, MUHAMMAD UMAR; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2023), pp. 1-2. (Intervento presentato al convegno CLEO: Science and Innovations tenutosi a San Jose, CA, United States nel 7-12 May 2023) [10.1364/CLEO_AT.2023.JW2A.141]. 1-gen-2023 Ihtesham KhanAndrea MarchisioLorenzo TunesiMuhammad Umar MasoodVittorio CurriAndrea CarenaPaolo Bardella + cleo_fs-2023-jw2a.141.pdf; C_CLEO_A_Machine_Learning_Based_Model_for_Characterizing_Stationary_and_Dynamic_Behavior_of_VCSEL_02112022 (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.pdf; C_APC_OSA_A_Neural_Network_Based_Automatize_Management_of_NxN_Integrated_Optical_Switches_11032021.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 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).pdf; OJCOMS3085678 (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.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
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.pdf; J_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.pdf; J_OE_Cross_feature_Trained_Machine_Learning_Models_for_QoT_Estimation_in_Optical_Networks.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
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.pdf; C_ONDM_Impairment_aware_Virtual_Network_Embedding_Using_Time_Domain_Hybrid_Modulation_formats_in_Optical_Networks (1).pdf
Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks / Tariq, Hafsa; Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207173]. 1-gen-2023 Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + Iterative_Transfer_Learning_Approach_for_QoT_Prediction_of_Lightpath_in_Optical_Networks.pdf; C_ICTON_Iterative_Transfer_Learning_Approach_for_QoT_Prediction_of_Lightpath_in_Optical_Networks_08122022.pdf
Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths / Usmani, Fehmida; Khan, Ihtesham; Masood, Muhammad Umar; Ahmad, Arsalan; Curri, Vittorio. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207383]. 1-gen-2023 Usmani, FehmidaKhan, IhteshamMasood, Muhammad UmarCurri, Vittorio + Knowledge_Distillation-Based_Compression_Model_for_QoT_Estimation_of_an_Unestablished_Lightpaths.pdf; C_ICTON_Knowledge_Distillation_Based_Compression_Model_for_QoT_Estimation_of_an_Unestablished_Lightpath_08122022.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.pdf; Khan-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.pdf; C_CLEO_2022_Machine_Learning_Assisted_Design___V1_29112021_2.pdf
Machine Learning Aided Prediction of Fabrication Uncertainties in Integrated Multi-Ring Filters / Tunesi, Lorenzo; Khan, Ihtesham; Masood, MUHAMMAD UMAR; Marchisio, Andrea; Ghillino, Enrico; Curri, Vittorio; Carena, Andrea; Bardella, Paolo. - ELETTRONICO. - (2023), pp. 1-2. (Intervento presentato al convegno CLEO: Science and Innovations tenutosi a San Jose, CA, United States nel 7-12 May 2023) [10.1364/CLEO_SI.2023.STh4H.2]. 1-gen-2023 Lorenzo TunesiIhtesham KhanMuhammad Umar MasoodAndrea MarchisioVittorio CurriAndrea CarenaPaolo Bardella + cleo_si-2023-sth4h.2_lor.pdf; C_CLEO_Machine_Learning_Approach_to_Predict_Fabrication_Uncertainties_in_Multi_Ring_Integrated_Filtering_Elements_19112022.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