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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

Xing-Yu Wang

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Oct 2026

Uncertainty Decomposition for Machine-Learning-Based QoT Estimation in Coherent Optical Networks

Machine learning (ML) has shown strong performance for Quality of Transmission (QoT) estimation in optical networks, but reliability under out-of-distribution (OOD) conditions remains a key operational concern. We propose an uncertainty-aware QoT framework that decomposes predictive uncertainty into aleatoric and epist...

H. Lun, Lei Shi, Xing-Yu Wang et al. · 0 citations
Sep 2026

Energy‐Efficient and Resource‐Optimized Clustering for Unmanned Aerial Vehicle Quantum Networks

Quantum communication represents a cutting‐edge research frontier, yet its wide‐area deployment remains constrained by infrastructure limitations. Unmanned aerial vehicle (UAV) technology, with its inherent flexibility and rapid deployability, offers a promising solution for dynamic quantum network expansion, giving ri...

Ya Wang, Hao-Ran Hu, Ying Liu et al. · 0 citations

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