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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

Iman Tavakkolnia

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2 papers indexed here

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Preprint Aug 2026

OHL-Assisted All-Optical Regenerative Relaying for Pointing-Impaired M-PAM Inter-Satellite Links

Rapid inter-satellite traffic growth in LEO constellations demands spectrally efficient, low-latency optical relaying. While amplify and forward (AF) relays are latency-efficient, they propagate noise; conversely, decode and forward (DF) relays suppress noise but incur significant complexity via O/E/O conversion. This...

Meysam Ghanbari, M. Dabiri, Zain Ali et al. · 0 citations
#edge computing Open access Aug 2026

Multi agent PPO for terahertz cell free mobile edge computing networks

This work develops a multi-agent proximal policy optimization (MAPPO) algorithm to achieve a long-term optimal tradeoff between energy consumption and latency and demonstrates that under identical hyperparameter settings and training episodes, MAPPO achieves stable convergence and outperforms other MADRL baselines.

Jing-Ting Jiang, Iman Tavakkolnia, Chong Han · 0 citations

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