Follow
José Suárez-Varela
José Suárez-Varela
Postdoctoral Reasearcher, Barcelona Neural Networking Center, Universitat Politècnica de Catalunya
Verified email at upc.edu
Title
Cited by
Cited by
Year
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 ACM Symposium on SDN Research (SOSR), 140-151, 2019
962019
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 (JSAC), 2020
792020
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case
P Almasan, J Suárez-Varela, A Badia-Sampera, K Rusek, P Barlet-Ros, ...
arXiv, arXiv: 1910.07421, 2019
58*2019
Routing in optical transport networks with deep reinforcement learning
J Suárez-Varela, A Mestres, J Yu, L Kuang, H Feng, A Cabellos-Aparicio, ...
Journal of Optical Communications and Networking 11, 547-558, 2019
362019
Feature engineering for Deep Reinforcement Learning based routing
J Suárez-Varela, A Mestres, J Yu, L Kuang, H Feng, P Barlet-Ros, ...
IEEE International Conference on Communications (ICC), 2019
282019
Routing Based on Deep Reinforcement Learning in Optical Transport Networks
J Suárez-Varela, A Mestres, J Yu, L Kuang, H Feng, P Barlet-Ros, ...
Optical Fiber Communications Conference and Exhibition (OFC), San Diego, USA, 2019
282019
Flow monitoring in Software-Defined Networks: Finding the accuracy/performance tradeoffs
J Suárez-Varela, P Barlet-Ros
Computer Networks 135, 289-301, 2018
272018
Towards a NetFlow implementation for OpenFlow Software-Defined Networks
J Suárez-Varela, P Barlet-Ros
29th International Teletraffic Congress (ITC), 2017 1, 187-195, 2017
252017
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 ACM SIGCOMM Posters and Demos, 114-115, 2019
222019
Detecting cryptocurrency miners with NetFlow/IPFIX network measurements
J Zayuelas i Muñoz, J Suárez-Varela, P Barlet-Ros
IEEE International Symposium on Measurements and Networking (M&N), 2019
192019
SBAR: SDN flow-Based monitoring and Application Recognition
J Suárez-Varela, P Barlet-Ros
Proceedings of the Symposium on SDN Research (SOSR), 2018
132018
Reinventing NetFlow for OpenFlow Software-Defined Networks (technical report)
J Suárez-Varela, P Barlet-Ros
arXiv preprint arXiv:1702.06803, 2017
132017
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 ACM CoNEXT student workshop, 14-16, 2019
92019
Is Machine Learning Ready for Traffic Engineering Optimization?
G Bernárdez, J Suárez-Varela, A López, B Wu, S Xiao, X Cheng, ...
IEEE International Conference on Network Protocols (ICNP), 2021
72021
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
62021
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
62020
Network Digital Twin: Context, Enabling Technologies and Opportunities
P Almasan, M Ferriol-Galmés, J Paillisse, J Suárez-Varela, D Perino, ...
arXiv preprint arXiv:2205.14206, 2022
5*2022
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), 2021
52021
Towards Real-Time Routing Optimization with Deep Reinforcement Learning: Open Challenges
P Almasan, J Suárez-Varela, B Wu, S Xiao, P Barlet-Ros, ...
IEEE HPSR SARNET, 2021
32021
Design of a flow monitoring solution for OpenFlow Software-Defined Networks
JRSV Maciá
MsC thesis, 2017
32017
The system can't perform the operation now. Try again later.
Articles 1–20