41 citations · 63 across the 5 of their papers we have counts for
5 papers
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…
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…
Interoperator fixed-mobile network sharing
Ireneusz Szcześniak, Piotr Chołda, Andrzej R. Pach +1
We propose the novel idea of interoperator fixed-mobile network sharing, which can be software-defined and readily-deployed. We study the benefits which the sharing brings in terms…
Message-Passing Neural Networks Learn Little's Law
Krzysztof Rusek, Piotr Chołda
The paper presents a solution to the problem of universal representation of graphs exemplifying communication network topologies with the help of neural networks. The proposed appr…
MPLS-based Reduction of Flow Table Entries in SDN Switches Supporting Multipath Transmission
Zbigniew Duliński, Grzegorz Rzym, Piotr Chołda
In the paper, a new mechanism for Software-Defined Networking (SDN) flow aggregation accompanied with multipath transmission is proposed. The aggregation results in a low number of…