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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

Chang-Hong Li

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2 papers indexed here

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Preprint Sep 2026

FINNAS: FINN-Guided Hardware-Aware NAS and Pruning for FPGA Jet Substructure Classification

FPGAs are well suited to deploying quantised neural networks (QNNs) under strict accuracy, latency, and resource constraints; however, identifying efficient model-accelerator combinations commonly requires extensive manual design-space exploration and repeated hardware synthesis. This paper presents FINNAS, a FINN-guid...

Eva Chauffour, Chang-Hong Li, G. Floros et al. · 0 citations
Preprint Sep 2026

FSNIC: A Low-Latency Flow-Based Intrusion Detection Architecture for FPGA SmartNICs

Modern data centres require high-performance networking alongside effective real-time security. Traditional Intrusion Detection Systems (IDS) commonly rely on general-purpose processors and often struggle to inspect high-speed traffic at line rate without introducing latency or performance bottlenecks. Smart Network In...

Nise O'Cuill, Chang-Hong Li, Georgios Floros et al. · 0 citations

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