José Suárez-Varela

Towards Real-Time Routing Optimization with Deep Reinforcement Learning: Open Challenges

Albert Cabellos-Aparicio, Pere Barlet-Ros, Shihan Xiao, 2021, 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR).

Unveiling the potential of Graph Neural Networks for robust Intrusion Detection pdf

Albert Cabellos-Aparicio, Pere Barlet-Ros, David Pujol-Perich, 2021, Sigmetrics Performance Evaluation Review.

Detecting Contextual Network Anomalies with Graph Neural Networks

A. Cabellos-Aparicio, P. Barlet-Ros, Hamid Latif, 2023, GNNet@CoNEXT.

IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems

A. Cabellos-Aparicio, P. Barlet-Ros, David Pujol-Perich, 2021, IEEE Network.

Is Machine Learning Ready for Traffic Engineering Optimization?

Albert Cabellos-Aparicio, Pere Barlet-Ros, Shihan Xiao, 2021, 2021 IEEE 29th International Conference on Network Protocols (ICNP).