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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

C. Eyupoglu

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3 papers indexed here

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Open access Oct 2026

Resilient Multi-UAV Emergency Networking with Adaptive Clustering and Priority-Aware Access for Beyond-5G Disaster Response

When a disaster disables terrestrial infrastructure, the command, control and situational-awareness traffic of the response teams loses its network. Fleets of unmanned aerial vehicles can restore connectivity within minutes, but most designs treat clustering, medium access, energy and failure recovery as separate probl...

Osman Kaya, Muhammet Ali Karabulut, C. Eyupoglu et al. · 0 citations
Open access Sep 2026

Prediction-Aided Adaptive Semantic Communication for IoT Sensor Streams Under Outdated Channel State Information

Adaptive semantic communication can save radio resources by matching the representation rate to channel quality, yet its decisions become unreliable when channel state information reaches the transmitter with delay. This study examines that overlooked failure mode and develops a prediction-aided framework for rate-adap...

Osman Kaya, Muhammet Ali Karabulut, C. Eyupoglu et al. · 0 citations
Jul 2026

Stable Global Weighting of Flow Mixtures using Simplex Exponential Moving Average

Comprehensive evaluation covers NLL, KL divergence, Wasserstein-2 distance, and MMD, together with diagnostics of mixture dynamics, hyperparameter sensitivity, and cross-seed robustness.

Benjamin Wiriyapong, Oktay Karakuş, C. Eyupoglu et al. · 0 citations

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