| vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs JA Ayala-Romero, A Garcia-Saavedra, M Gramaglia, X Costa-Perez, ... The 25th Annual International Conference on Mobile Computing and Networking …, 2019 | 87 | 2019 |
| AutoML for Video Analytics with Edge Computing A Galanopoulos, JA Ayala-Romero, DJ Leith, G Iosifidis IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 48 | 2021 |
| vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs JA Ayala-Romero, A Garcia-Saavedra, M Gramaglia, X Costa-Perez, ... IEEE Transactions on Mobile Computing 21 (7), 2652-2670, 2020 | 40 | 2020 |
| An Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks FW Murti, JA Ayala-Romero, A Garcia-Saavedra, X Costa-Pérez, ... IEEE Transactions on Wireless Communications 20 (4), 2251-2265, 2020 | 32 | 2020 |
| Online learning for energy saving and interference coordination in hetnets JA Ayala-Romero, JJ Alcaraz, A Zanella, M Zorzi IEEE Journal on Selected Areas in Communications 37 (6), 1374-1388, 2019 | 30 | 2019 |
| Bayesian Online Learning for Energy-Aware Resource Orchestration in Virtualized RANs JA Ayala-Romero, A Garcia-Saavedra, X Costa-Perez, G Iosifidis IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 26 | 2021 |
| EdgeBOL: Automating energy-savings for mobile edge AI JA Ayala-Romero, A Garcia-Saavedra, X Costa-Pérez, G Iosifidis Proceedings of the 17th International Conference on emerging Networking …, 2021 | 19 | 2021 |
| Energy Saving and Interference Coordination in HetNets Using Dynamic Programming and CEC JA Ayala-Romero, JJ Alcaraz, J Vales-Alonso IEEE Access 6, 71110-71121, 2018 | 17 | 2018 |
| Online reinforcement learning for adaptive interference coordination JJ Alcaraz, JA Ayala‐Romero, J Vales‐Alonso, F Losilla‐López Transactions on Emerging Telecommunications Technologies 31 (10), e4087, 2020 | 14 | 2020 |
| Experimental Evaluation of Power Consumption in Virtualized Base Stations JA Ayala-Romero, I Khalid, A Garcia-Saavedra, X Costa-Perez, G Iosifidis ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 13 | 2021 |
| Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results JA Ayala-Romero, A Garcia-Saavedra, X Costa-Perez, G Iosifidis IEEE Transactions on Mobile Computing 22 (5), 2910-2924, 2021 | 12 | 2021 |
| Open Radio Access Networks (O-RAN) Experimentation Platform: Design and Datasets JX Salvat, JA Ayala-Romero, L Zanzi, A Garcia-Saavedra, X Costa-Perez IEEE Communications Magazine, 2023 | 11 | 2023 |
| EdgeBOL: A Bayesian Learning Approach for the Joint Orchestration of vRANs and Mobile Edge AI JA Ayala-Romero, A Garcia-Saavedra, X Costa-Perez, G Iosifidis IEEE/ACM Transactions on Networking, 2023 | 10 | 2023 |
| Online optimization of interference coordination parameters in small cell networks JA Ayala-Romero, JJ Alcaraz, J Vales-Alonso, E Egea-López IEEE Transactions on Wireless Communications 16 (10), 6635-6647, 2017 | 10 | 2017 |
| Data-driven configuration of interference coordination parameters in HetNets JA Ayala-Romero, JJ Alcaraz, J Vales-Alonso IEEE Transactions on Vehicular Technology 67 (6), 5174-5187, 2018 | 9 | 2018 |
| Bayesian Online Learning for MEC Object Recognition Systems A Galanopoulos, JA Ayala-Romero, G Iosifidis, DJ Leith GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 8 | 2020 |
| Combining dual tessellation and temporal opportunities for spectrum reuse in cellular systems JJ Alcaraz, JA Ayala-Romero, M Lopez-Martinez, J Vales-Alonso 2014 11th International Symposium on Wireless Communications Systems (ISWCS …, 2014 | 4 | 2014 |
| Demonstrating a Bayesian Online Learning for Energy-Aware Resource Orchestration in vRANs JA Ayala-Romero, A Garcia-Saavedra, X Costa-Perez, G Iosifidis IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops …, 2021 | 3 | 2021 |
| Contextual Bandit Approach for Energy Saving and Interference Coordination in HetNets JA Ayala-Romero, JJ Alcaraz, A Zanella, M Zorzi 2018 IEEE International Conference on Communications (ICC), 1-6, 2018 | 3 | 2018 |
| Response surface methodology for efficient spectrum reuse in cellular networks JJ Alcaraz, JA Ayala-Romero, M López-Martínez, J Vales-Alonso 2015 IEEE International Conference on Communications (ICC), 7671-7676, 2015 | 3 | 2015 |
Andres Garcia-SaavedraPrincipal Research Scientist, NEC Laboratories Europe GmbHVerified email at neclab.eu
