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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

Georgios Anyfantis

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#machine learning Open access Apr 2026

Forecasting Individual NetFlows using a Predictive Masked Graph Autoencoder

This work showcases the use of GNNs for per-flow NetFlow prediction and shows superior results when identifying the Port and IP to which connections attach, while feature reconstruction remains competitive with strong forecasting baselines.

Georgios Anyfantis, P. Barlet-Ros · 0 citations

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