Suárez-Varela, José
- RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
2022/02/28 by Miquel Ferriol-Galmés, Ferriol-Galmés, Miquel, Krzysztof Rusek +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Software-Defined Networks and 5G #Software System Performance and Reliability
- Unveiling the potential of Graph Neural Networks for robust Intrusion Detection
2021/07/30 by Pujol-Perich, David, Suárez-Varela, José, Cabellos-Aparicio, Albert +1 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- Scaling Graph-based Deep Learning models to larger networks
2021/10/04 by Miquel Ferriol-Galmés, Ferriol-Galmés, Miquel, José Suárez‐Varela +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Graph Theory and Algorithms
- Is Machine Learning Ready for Traffic Engineering Optimization?
2021/09/03 by Guillermo Bernárdez, José Suárez‐Varela, Bernárdez, Guillermo +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
- Digital Twin Network: Opportunities and Challenges
2022/01/04 by Almasan, Paul, Ferriol-Galmés, Miquel, Paillisse, Jordi +13 · 1 citation
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)