Concepedia

Krzysztof Rusek

KR

13

Publications

803

Citations

11

H-Index

2018

Active since

Affiliations

AGH University of Krakow(Current)

Universitat Politècnica de Catalunya

Huawei Technologies (China)

Krzysztof Rusek is an author at AGH University of Krakow specializing in computer science, engineering, and graph theory.

Top concepts

EngineeringComputer ScienceGraph TheoryNetwork AnalysisComputer EngineeringNetwork ScienceGraph ProcessingData ScienceDeep LearningBusiness

Publications per year

2018–2023

13

Publications

13

Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case

Paul Almasan, José Suárez‐Varela, Krzysztof Rusek et al. · Computer Communications · 2022 · 207 citations · Full text

Artificial Intelligence, Engineering, Graph Theory +11

Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN

Krzysztof Rusek, José Suárez‐Varela, Albert Mestres et al. · 2019 · 205 citations · Full text

Effective Use, Engineering, Network Routing +22

Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

José Suárez‐Varela, Paul Almasan, Miquel Ferriol-Galmés et al. · IEEE Network · 2022 · 92 citations · Full text

Engineering, Network Analysis, Graph Signal Processing +17

RouteNet-Fermi: Network Modeling With Graph Neural Networks

Miquel Ferriol-Galmés, Jordi Paillissé, José Suárez‐Varela et al. · IEEE/ACM Transactions on Networking · 2023 · 81 citations · Full text

Engineering, Present Routenet-fermi, Network Analysis +18

RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation

Miquel Ferriol-Galmés, Krzysztof Rusek, José Suárez‐Varela et al. · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications · 2022 · 46 citations · Full text

Present Routenet-erlang, Engineering, Network Analysis +16

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