Digital twin network: Opportunities and challenges P Almasan, M Ferriol-Galmés, J Paillisse, J Suárez-Varela, D Perino, ... arXiv preprint arXiv:2201.01144, 2022 | 57 | 2022 |
Network digital twin: Context, enabling technologies, and opportunities P Almasan, M Ferriol-Galmés, J Paillisse, J Suárez-Varela, D Perino, ... IEEE Communications Magazine 60 (11), 22-27, 2022 | 56 | 2022 |
Graph neural networks for communication networks: Context, use cases and opportunities J Suárez-Varela, P Almasan, M Ferriol-Galmés, K Rusek, F Geyer, ... IEEE network, 2022 | 44 | 2022 |
Routenet-erlang: A graph neural network for network performance evaluation M Ferriol-Galmés, K Rusek, J Suárez-Varela, S Xiao, X Shi, X Cheng, ... IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 2018-2027, 2022 | 29 | 2022 |
Building a digital twin for network optimization using graph neural networks M Ferriol-Galmés, J Suárez-Varela, J Paillissé, X Shi, S Xiao, X Cheng, ... Computer Networks 217, 109329, 2022 | 27 | 2022 |
Ipchain: Securing ip prefix allocation and delegation with blockchain J Paillisse, M Ferriol, E Garcia, H Latif, C Piris, A Lopez, B Kuerbis, ... 2018 IEEE International Conference on Internet of Things (iThings) and IEEE …, 2018 | 27 | 2018 |
Ignnition: Bridging the gap between graph neural networks and networking systems D Pujol-Perich, J Suárez-Varela, M Ferriol, S Xiao, B Wu, ... IEEE network 35 (6), 171-177, 2021 | 26 | 2021 |
RouteNet-Fermi: Network modeling with graph neural networks M Ferriol-Galmés, J Paillisse, J Suárez-Varela, K Rusek, S Xiao, X Shi, ... IEEE/ACM transactions on networking, 2023 | 25 | 2023 |
The graph neural networking challenge: a worldwide competition for education in ai/ml for networks J Suárez-Varela, M Ferriol-Galmés, A López, P Almasan, G Bernárdez, ... ACM SIGCOMM Computer Communication Review 51 (3), 9-16, 2021 | 23 | 2021 |
Scaling graph-based deep learning models to larger networks M Ferriol-Galmés, J Suárez-Varela, K Rusek, P Barlet-Ros, ... arXiv preprint arXiv:2110.01261, 2021 | 7 | 2021 |
Applying graph-based deep learning to realistic network scenarios M Ferriol-Galmés, J Suárez-Varela, P Barlet-Ros, A Cabellos-Aparicio arXiv preprint arXiv:2010.06686, 2020 | 7 | 2020 |
FlowDT: a flow-aware digital twin for computer networks M Ferriol-Galmés, X Cheng, X Shi, S Xiao, P Barlet-Ros, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
Decentralised internet infrastructure: Securing inter-domain routing MF Galmés, A Cabellos-Aparicio IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops …, 2021 | 4 | 2021 |
IGNNITION: fast prototyping of graph neural networks for communication networks D Pujol-Perich, J Suárez-Varela, M Ferriol-Galmés, B Wu, S Xiao, ... Proceedings of the SIGCOMM'21 Poster and Demo Sessions, 71-73, 2021 | 3 | 2021 |
Preventing route leaks using a decentralized approach: An experimental evaluation MF Galmés, RC Aumatell, A Cabellos-Aparicio, S Ren, X Wei, B Liu 2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-6, 2020 | 2 | 2020 |
Preventing route leaks using a decentralized approach MF Galmés, RC Aumatell, A Cabellos-Aparicio, S Ren, X Wei, B Liu 2020 IFIP Networking Conference (Networking), 509-513, 2020 | 2 | 2020 |
Geographic differences in lung cancer: focus on carcinogens, genetic predisposition, and molecular epidemiology JC Laguna, M García-Pardo, J Alessi, C Barrios, N Singh, HO Al-Shamsi, ... Therapeutic Advances in Medical Oncology 16, 17588359241231260, 2024 | 1 | 2024 |
IGNNITION: A framework for fast prototyping of Graph Neural Networks D Pujol Perich, JR Suárez-Varela Maciá, M Ferriol Galmés, S Xiao, B Wu, ... Proceedings of the First MLSys Workshop on Graph Neural Networks and Systems …, 2021 | 1 | 2021 |
Applying graph-based deep learning to realistic network scenarios MF Galmes, J Suárez-Varela, P Barlet-Ros, A Cabellos-Aparicio arXiv: Networking and Internet Architecture, 2020 | 1 | 2020 |
Secure Code Distribution based on Blockchain A Ortigosa, UPC Student, M Ferriol, H Latif Distribucion de Codigo Seguro 1 (1), 2016 | 1 | 2016 |