Virtual network function placement optimization with deep reinforcement learning R Solozabal, J Ceberio, A Sanchoyerto, L Zabala, B Blanco, F Liberal IEEE Journal on Selected Areas in Communications 38 (2), 292-303, 2019 | 115 | 2019 |
Exploitation of mobile edge computing in 5G distributed mission-critical push-to-talk service deployment R Solozabal, A Sanchoyerto, E Atxutegi, B Blanco, JO Fajardo, F Liberal IEEE Access 6, 37665-37675, 2018 | 48 | 2018 |
A cloud-enabled small cell architecture in 5G networks for broadcast/multicast services MA Kourtis, B Blanco, J Pérez-Romero, D Makris, MJ McGrath, G Xilouris, ... IEEE Transactions on Broadcasting 65 (2), 414-424, 2019 | 27 | 2019 |
Analysis of the impact of the evolution toward 5G architectures on mission critical push-to-talk services A Sanchoyerto, R Solozabal, B Blanco, F Liberal IEEE Access 7, 115052-115061, 2019 | 26 | 2019 |
Constrained combinatorial optimization with reinforcement learning R Solozabal, J Ceberio, M Takáč arXiv preprint arXiv:2006.11984, 2020 | 24 | 2020 |
Learning to generalize Dispatching rules on the Job Shop Scheduling Z Iklassov, D Medvedev, R Solozabal, M Takac arXiv preprint arXiv:2206.04423, 2022 | 12 | 2022 |
Supporting mission critical services through radio access network slicing J Pérez-Romero, I Vilà, O Sallent, B Blanco, A Sanchoyerto, R Solozabal, ... 2019 International Conference on Information and Communication Technologies …, 2019 | 12 | 2019 |
Management of mission critical public safety applications: The 5G ESSENCE project MR Spada, J Pérez-Romero, A Sanchoyerto, R Solozabal, MA Kourtis, ... 2019 European Conference on Networks and Communications (EuCNC), 155-160, 2019 | 12 | 2019 |
Design of virtual infrastructure manager with novel VNF placement features for edge clouds in 5G R Solozabal, B Blanco, JO Fajardo, I Taboada, F Liberal, E Jimeno, ... Engineering Applications of Neural Networks: 18th International Conference …, 2017 | 12 | 2017 |
On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling Z Iklassov, D Medvedev, R Solozabal, M Takac Proceedings of tInternational Joint Conference on Artificial Intelligence. 2023., 2023 | 6 | 2023 |
Reinforcement learning approach to stochastic vehicle routing problem with correlated demands Z Iklassov, I Sobirov, R Solozabal, M Takáč IEEE Access, 2023 | 5 | 2023 |
Model of a virtual firewall based on stochastic petri nets L Zabala, R Solozabal, A Ferro, B Blanco 2018 IEEE 17th International Symposium on Network Computing and Applications …, 2018 | 4 | 2018 |
Providing mission-critical services over 5G Radio Access Network R Solozabal, A Sanchoyerto, M Cava, B Blanco, H Khalife, M Bouet, ... Artificial Intelligence Applications and Innovations: 14th IFIP WG 12.5 …, 2018 | 4 | 2018 |
A deep neural network for oxidative coupling of methane trained on high-throughput experimental data K Ziu, R Solozabal, S Rangarajan, M Takáč Journal of Physics: Energy 5 (1), 014009, 2022 | 3 | 2022 |
Learning to control under time-varying environment Y Han, R Solozabal, J Dong, X Zhou, M Takac, B Gu arXiv preprint arXiv:2206.02507, 2022 | 3 | 2022 |
Impact of front-haul delays in non-ideal cloud radio access networks A Carreras, IM Delgado-Luque, FJ Martín-Vega, MC Aguayo-Torres, ... Wireless Personal Communications 106, 2005-2022, 2019 | 3 | 2019 |
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem Z Iklassov, I Sobirov, R Solozabal, M Takáč Asian Conference on Machine Learning, 502-517, 2024 | 2 | 2024 |
Orchestration of mission-critical services over an nfv architecture A Sanchoyerto, R Solozabal, B Blanco, E Jimeno, E Aldecoa, E Basurto, ... Artificial Intelligence Applications and Innovations: AIAI 2019 IFIP WG 12.5 …, 2019 | 2 | 2019 |
Regularization of the policy updates for stabilizing Mean Field Games T Algumaei, R Solozabal, R Alami, H Hacid, M Debbah, M Takáč Pacific-Asia Conference on Knowledge Discovery and Data Mining, 361-372, 2023 | 1 | 2023 |
Quality of Service (QoS) oriented management system in 5G cloud enabled RAN R Solozabal, JO Fajardo, B Blanco, F Liberal XIII Jornadas de Ingeniería telemática (JITEL 2017). Libro de actas, 170-175, 2018 | 1 | 2018 |