| ATARI: A graph convolutional neural network approach for performance prediction in next-generation WLANs P Soto, M Camelo, K Mets, F Wilhelmi, D Góez, LA Fletscher, N Gaviria, ... Sensors 21 (13), 4321, 2021 | 24 | 2021 |
| Resource allocation over EON-based infrastructures in a network virtualization environment P Soto, P Maya, JF Botero IEEE Transactions on Network and Service Management 16 (1), 13-26, 2018 | 23 | 2018 |
| Requirements and Specifications for the Orchestration of Network Intelligence in 6G M Camelo, L Cominardi, M Gramaglia, M Fiore, A Garcia-Saavedra, ... 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022 | 18 | 2022 |
| A general approach for traffic classification in wireless networks using deep learning M Camelo, P Soto, S Latré IEEE Transactions on Network and Service Management 19 (4), 5044-5063, 2021 | 18 | 2021 |
| Differentiated quality of protection: an energy-and spectral-efficient resilience scheme for survivable static and dynamic optical transport networks with fixed-and flexible-grid JL Vizcaíno, P Soto, Y Ye, PM Krummrich Optical Switching and Networking 19, 78-96, 2016 | 17 | 2016 |
| Towards autonomous VNF auto-scaling using deep reinforcement learning P Soto, D De Vleeschauwer, M Camelo, Y De Bock, K De Schepper, ... 2021 Eighth International Conference on Software Defined Systems (SDS), 01-08, 2021 | 12 | 2021 |
| Detection of traffic patterns in the radio spectrum for cognitive wireless network management M Camelo, T De Schepper, P Soto, J Marquez-Barja, J Famaey, S Latré ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 11 | 2020 |
| Greedy randomized path-ranking virtual optical network embedding onto EON-based substrate networks P Soto, JF Botero 2017 IEEE Colombian Conference on Communications and Computing (COLCOM), 1-6, 2017 | 11 | 2017 |
| Energy-efficient and low blocking probability differentiated quality of protection scheme for dynamic elastic optical networks JL Vizcaíno, P Soto, Y Ye, F Jiménez, PM Krummrich 2013 21st International Conference on Software, Telecommunications and …, 2013 | 11 | 2013 |
| Daemon: A network intelligence plane for 6g networks M Camelo, M Gramaglia, P Soto, L Fuentes, J Ballesteros, ... 2022 IEEE Globecom Workshops (GC Wkshps), 1341-1346, 2022 | 10 | 2022 |
| Machine learning for performance prediction of channel bonding in next-generation IEEE 802.11 WLANs F Wilhelmi, D Góez, P Soto, R Vallés, M Alfaifi, A Algunayah, ... arXiv preprint arXiv:2105.14219, 2021 | 10 | 2021 |
| Augmented wi-fi: An ai-based wi-fi management framework for wi-fi/lte coexistence P Soto, M Camelo, J Fontaine, M Girmay, A Shahid, V Maglogiannis, ... 2020 16th International Conference on Network and Service Management (CNSM), 1-9, 2020 | 8 | 2020 |
| Network Intelligence for NFV scaling in closed-loop architectures P Soto, M Camelo, D De Vleeschauwer, Y De Bock, CY Chang, JF Botero, ... IEEE Communications Magazine 61 (6), 66-72, 2023 | 7 | 2023 |
| Orchestration Procedures for the Network Intelligence Stratum in 6G Networks LE Chatzieleftheriou, M Gramaglia, M Camelo, A Garcia-Saavedra, ... 2023 Joint European Conference on Networks and Communications & 6G Summit …, 2023 | 6 | 2023 |
| A methodology to design quantized deep neural networks for automatic modulation recognition D Góez, P Soto, S Latré, N Gaviria, M Camelo Algorithms 15 (12), 441, 2022 | 6 | 2022 |
| Realistic experimentation environments for intelligent and distributed management and orchestration (mano) in 5g and beyond N Slamnik-Kriještorac, P Soto-Arenas, MC Botero, L Cominardi, S Latré, ... 2022 IEEE 19th Annual consumer communications & networking conference (CCNC …, 2022 | 6 | 2022 |
| 5geco: A cross-domain intelligent neutral host architecture for 5g and beyond JFN Pinheiro, CY Chang, T Collins, E Smekens, R Berozashvili, A Shahid, ... IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | 4 | 2023 |
| Optimal occupancy mapping of virtual networks over elastic optical infrastructures P Soto, JF Botero, X Hesselbach 2017 19th International Conference on Transparent Optical Networks (ICTON), 1-7, 2017 | 4 | 2017 |
| Ai-empowered management and orchestration of vehicular systems in the beyond 5g era N Siamnik-Kriještorac, M Camelo, CY Chang, P Soto, L Cominardi, ... IEEE Network 37 (4), 305-313, 2023 | 3 | 2023 |
| Resource Allocation of Multi-User Workloads in Cloud and Edge Data-Centers Using Reinforcement Learning J Jimenez, P Soto, D De Vleeschauwer, CY Chang, Y De Bock, S Latre, ... 2023 19th International Conference on Network and Service Management (CNSM), 1-5, 2023 | 2 | 2023 |
Miguel Hernando Camelo BoteroResercher at University of AntwerpenVerified email at uantwerpen.be
