Krzysztof Rusek
- RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN
2020/06/05 by Krzysztof Rusek, Jose Suarez-Varela, Paul Almasan +2 · 10 citations
Computer Science · Engineering · #Advanced Data and IoT Technologies #Advanced Graph Neural Networks #Software-Defined Networks and 5G
- RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
2022/02/28 by Miquel Ferriol-Galmés, Krzysztof Rusek, Ferriol-Galmés, Miquel +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Software-Defined Networks and 5G #Software System Performance and Reliability
- RouteNet-Fermi: Network Modeling With Graph Neural Networks
2023/05/08 by Miquel Ferriol-Galmés, Jordi Paillissé, Jordi Paillisse +10 · 4 citations
Computer Science · #Software-Defined Networks and 5G #Advanced Graph Neural Networks #Network Traffic and Congestion Control
- Scaling Graph-based Deep Learning models to larger networks
2021/10/04 by Miquel Ferriol-Galmés, Ferriol-Galmés, Miquel, José Suárez‐Varela +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Graph Theory and Algorithms
- Maximum entropy and quantized metric models for absolute category ratings
2024/10/01 by Dietmar Saupe, Krzysztof Rusek, Saupe, Dietmar +7 · 2 citations
Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Intelligent Tutoring Systems and Adaptive Learning #Multimedia (cs.MM) #Rough Sets and Fuzzy Logic #electronic engineering #information engineering