| RouteNet: Leveraging graph neural networks for network modeling and optimization in SDN K Rusek, J Suárez-Varela, P Almasan, P Barlet-Ros, A Cabellos-Aparicio IEEE Journal on Selected Areas in Communications 38 (10), 2260-2270, 2020 | 323 | 2020 |
| Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case P Almasan, J Suárez-Varela, K Rusek, P Barlet-Ros, A Cabellos-Aparicio Computer Communications 196, 184-194, 2022 | 237 | 2022 |
| Unveiling the potential of graph neural networks for network modeling and optimization in SDN K Rusek, J Suárez-Varela, A Mestres, P Barlet-Ros, A Cabellos-Aparicio Proceedings of the 2019 ACM Symposium on SDN Research, 140-151, 2019 | 223 | 2019 |
| Initial characterization of interstellar comet 2I/Borisov P Guzik, M Drahus, K Rusek, W Waniak, G Cannizzaro, ... Nature Astronomy 4 (1), 53-57, 2020 | 149 | 2020 |
| 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 37 (3), 146-153, 2022 | 87 | 2022 |
| 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 31 (6), 3080-3095, 2023 | 67 | 2023 |
| 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 | 56 | 2022 |
| Challenging the generalization capabilities of graph neural networks for network modeling J Suárez-Varela, S Carol-Bosch, K Rusek, P Almasan, M Arias, ... Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 114-115, 2019 | 46 | 2019 |
| Message-passing neural networks learn little’s law K Rusek, P Chołda IEEE Communications Letters 23 (2), 274-277, 2018 | 39 | 2018 |
| 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 | 30 | 2021 |
| Towards more realistic network models based on graph neural networks A Badia-Sampera, J Suárez-Varela, P Almasan, K Rusek, P Barlet-Ros, ... Proceedings of the 15th International Conference on emerging Networking …, 2019 | 20 | 2019 |
| Deep reinforcement learning meets graph neural networks: An optical network routing use case P Almasan, J Suárez-Varela, A Badia-Sampera, K Rusek, P Barlet-Ros, ... arXiv preprint arXiv:1910.07421, 2019 | 15 | 2019 |
| Relaxation method in description of ram memory cell in rsfq computer KD Pomorski, H Akaike, A Fujimaki, K Rusek COMPEL-The international journal for computation and mathematics in …, 2019 | 14 | 2019 |
| Effective risk assessment in resilient communication networks K Rusek, P Guzik, P Chołda Journal of Network and Systems Management 24, 491-515, 2016 | 13 | 2016 |
| Describing Subjective Experiment Consistency by p-Value P--P Plot J Nawala, L Janowski, B Cmiel, K Rusek Proceedings of the 28th ACM International Conference on Multimedia, 852-861, 2020 | 12 | 2020 |
| Interstellar comet gb00234 P Guzik, M Drahus, K Rusek, W Waniak, G Cannizzaro, IP Marazuela The Astronomer's Telegram 13100, 1, 2019 | 11 | 2019 |
| Two-stage neural network regression of eye location in face images K Rusek, P Guzik Multimedia Tools and Applications 75, 10617-10630, 2016 | 10 | 2016 |
| Risk-awareness in resilient networks design: value-at-risk is enough P Chołda, P Guzik, K Rusek 2014 16th International Telecommunications Network Strategy and Planning …, 2014 | 10 | 2014 |
| Risk mitigation in resilient networks P Chołda, P Guzik, K Rusek 2014 6th International Workshop on Reliable Networks Design and Modeling …, 2014 | 7 | 2014 |
| Transient and stationary characteristics of a packet buffer modelled as an MAP/SM/1/b system K Rusek, L Janowski, Z Papir International Journal of Applied Mathematics and Computer Science 24 (2), 2014 | 7 | 2014 |
Albert Cabellos-AparicioUPC-BarcelonaTechBestätigte E-Mail-Adresse bei ac.upc.edu