| Using machine learning in an open optical line system controller A D’Amico, S Straullu, A Nespola, I Khan, E London, E Virgillito, ... Journal of Optical Communications and Networking 12 (6), C1-C11, 2020 | 47 | 2020 |
| Lightpath QoT computation in optical networks assisted by transfer learning I Khan, M Bilal, MU Masood, A D’Amico, V Curri Journal of Optical Communications and Networking 13 (4), B72-B82, 2021 | 25 | 2021 |
| QoT estimation for light-path provisioning in un-seen optical networks using machine learning I Khan, M Bilal, M Siddiqui, M Khan, A Ahmad, M Shahzad, V Curri 2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-4, 2020 | 19 | 2020 |
| Assessment of cross-train machine learning techniques for QoT-estimation in agnostic optical networks I Khan, M Bilal, V Curri OSA Continuum 3 (10), 2690-2706, 2020 | 18 | 2020 |
| Machine learning assisted abstraction of photonic integrated circuits in fully disaggregated transparent optical networks I Khan, M Chalony, E Ghillino, MU Masood, J Patel, D Richards, P Mena, ... 2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-4, 2020 | 14 | 2020 |
| Advanced formulation of QoT-estimation for un-established lightpaths using cross-train machine learning methods I Khan, M Bilal, V Curri 2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-4, 2020 | 13 | 2020 |
| Convolutional neural network for quality of transmission prediction of unestablished lightpaths F Usmani, I Khan, MU Masood, A Ahmad, M Shahzad, V Curri Microwave and Optical Technology Letters, 9, 2021 | 12 | 2021 |
| Optimized management of ultra-wideband photonics switching systems assisted by machine learning I Khan, L Tunesi, MU Masood, E Ghillino, P Bardella, A Carena, V Curri Optics express 30 (3), 3989-4004, 2022 | 11 | 2022 |
| Automatic Management of N × N Photonic Switch Powered by Machine Learning in Software-Defined Optical Transport I Khan, L Tunesi, MU Masood, E Ghillino, P Bardella, A Carena, V Curri IEEE Open Journal of the Communications Society 2, 1358-1365, 2021 | 11 | 2021 |
| Machine-learning-aided abstraction of photonic integrated circuits in software-defined optical transport I Khan, L Tunesi, M Chalony, E Ghillino, MU Masood, J Patel, P Bardella, ... Next-Generation Optical Communication: Components, Sub-Systems, and Systems …, 2021 | 11 | 2021 |
| Effectiveness of Machine Learning in Assessing QoT Impairments of Photonics Integrated Circuits to Reduce System Margin I Khan, M Chalony, E Ghillino, MU Masood, J Patel, D Richards, P Mena, ... 2020 IEEE Photonics Conference (IPC), 1-2, 2020 | 9 | 2020 |
| Impact of data center placement on the power consumption of flexible-grid optical networks I Khan, A Ahmad, MU Masood, AW Malik, N Ahmed, V Curri Optical Engineering 59 (1), 016115-016115, 2020 | 9 | 2020 |
| Smart provisioning of sliceable bandwidth variable transponders in elastic optical networks MU Masood, I Khan, A Ahmad, M Imran, V Curri 2020 6th IEEE Conference on Network Softwarization (NetSoft), 85-91, 2020 | 7 | 2020 |
| Machine-learning aided OSNR prediction in optical line systems A D'Amico, S Straullu, A Nespola, I Khan, S Abdelfattah, E Virgillito, ... 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 7 | 2019 |
| Network performance of roadm architecture enabled by novel wideband-integrated wss MU Masood, I Khan, L Tunesi, B Correia, E Ghillino, P Bardella, A Carena, ... GLOBECOM 2022-2022 IEEE Global Communications Conference, 2945-2950, 2022 | 6 | 2022 |
| Modular and scalable photonic integrated multi-band wavelength-selective switch L Tunesi, I Khan, MU Masood, E Ghillino, A Carena, V Curri, P Bardella 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022 | 6* | 2022 |
| Transfer learning aided qot computation in network operating with the 400zr standard F Usmani, I Khan, MU Masood, A Ahmad, M Shahzad, V Curri 2022 International Conference on Optical Network Design and Modeling (ONDM), 1-6, 2022 | 6 | 2022 |
| Performance evaluation of data-driven techniques for the softwarized and agnostic management of an N× N photonic switch I Khan, L Tunesi, MU Masood, E Ghillino, P Bardella, A Carena, V Curri Optics Continuum 1 (1), 1-15, 2022 | 6 | 2022 |
| Cross-feature trained machine learning models for QoT-estimation in optical networks F Usmani, I Khan, M Siddiqui, M Khan, M Bilal, MU Masood, A Ahmad, ... Optical Engineering 60 (12), 125106-125106, 2021 | 6 | 2021 |
| Automatic design of NxN integrated Benes optical switch L Tunesi, G Giannuzzi, I Khan, J Patel, E Ghillino, V Curri, A Carena, ... Silicon Photonics XVI 11691, 164-174, 2021 | 6 | 2021 |
Vittorio CurriProfessor of Optical Communications and Networks - DET - Politecnico di TorinoVerified email at polito.it
