41 citations · 63 across the 5 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.NI2022
Fast Traffic Engineering by Gradient Descent with Learned Differentiable Routing
Krzysztof Rusek, Paul Almasan, José Suárez-Varela +3
Emerging applications such as the metaverse, telesurgery or cloud computing require increasingly complex operational demands on networks (e.g., ultra-reliable low latency). Likewis…
cs.NI2022★ 2 cited
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources
Krzysztof Rusek, Piotr Boryło, Piotr Jaglarz +3
We propose a graph neural network (GNN)-based method to predict the distribution of penalties induced by outages in communication networks, where connections are protected by resou…