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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

Cenjie Hu

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Book Open access Aug 2026

Predict Boldly, Recover Cautiously: Fast On-Router Route Anomaly Prediction and Recovery

Route anomalies can quickly propagate into path detours, packet loss, and service degradation. However, existing pipelines are often centralized: routers export telemetry to a controller, the controller performs data cleaning and diagnosis, and mitigation actions are then pushed back to the network. This observe-then-r...

Hang Cui, Cenjie Hu, Ze-Xin Wang et al. · 0 citations
Book Open access Aug 2026

Rethinking Time Series Anomaly Detection from a Dynamic Perspective: Temporal-Frequency-Curvature Fusion

Time series anomaly detection (TSAD) plays a pivotal role in domains ranging from industrial automation to IT operations and healthcare monitoring. Despite significant advances in point-wise outlier detection, real anomalies are often not obvious spikes. Instead, they frequently manifest as mechanism shifts, subtle cha...

Hang Cui, Ze-Xin Wang, Changhua Pei et al. · 0 citations

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