Search Results for author: Piotr Jaglarz

Found 1 papers, 0 papers with code

RiskNet: Neural Risk Assessment in Networks of Unreliable Resources

no code implementations28 Jan 2022 Krzysztof Rusek, Piotr Boryło, Piotr Jaglarz, Fabien Geyer, Albert Cabellos, Piotr Chołda

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 resources shared between working and backup paths.

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