353 citations · 579 across the 4 of their papers we have counts for
4 papers
Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN
Krzysztof Rusek, José Suárez-Varela, Albert Mestres +2
Network modeling is a critical component for building self-driving Software-Defined Networks, particularly to find optimal routing schemes that meet the goals set by administrators…
Understanding the Modeling of Computer Network Delays using Neural Networks
Albert Mestres, Eduard Alarcón, Yusheng Ji +1
Recent trends in networking are proposing the use of Machine Learning (ML) techniques for the control and operation of the network. In this context, ML can be used as a computer ne…
Medium Access Control in Wireless Network-on-Chip: A Context Analysis
Sergi Abadal, Albert Mestres, Josep Torrellas +2
Wireless on-chip communication is a promising candidate to address the performance and efficiency issues that arise when scaling current Network-on-Chip (NoC) techniques to manycor…
Knowledge-Defined Networking
Albert Mestres, Alberto Rodriguez-Natal, Josep Carner +17
The research community has considered in the past the application of Artificial Intelligence (AI) techniques to control and operate networks. A notable example is the Knowledge Pla…