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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

O. Hornyák

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Open access Oct 2026

GPU-Parallelization of the Numerical Solution of Large-Scale Transient Partial Differential Equations

Efficient and scalable numerical methods for time-dependent partial differential equations are of central importance. This study extends our previous examinations of OpenCL-based parallel implementation of three explicit finite difference schemes: the one-stage Constant Neighbor (CNe) method, its two-stage predictor–co...

Dániel Koics, E. Kovács, O. Hornyák · 0 citations
#graph neural networks Open access Sep 2026

Online intrusion detection in computer networks using edge-aware attentive graph neural network

This study presents an intrusion detection framework based on a GNN that represents packet-flow data as communication graphs constructed over temporally segmented time windows, using a time-window-driven graph construction method that effectively models the temporal evolution of communication patterns while maintaining...

Áron Kiss, K. Nehéz, O. Hornyák · 0 citations

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