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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

Vincent Liu

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Book Open access Aug 2026

Honey, I Shrunk the Headers With Flow.ZIP

This paper presents Flow.zip, a backward-compatible header compression mechanism designed for existing data center networks that leverages a combination of last-hop network offload and MPLS support, both of which are ubiquitous in modern data center deployments.

Yinda Zhang, Liangcheng Yu, Gianni Antichi et al. · 0 citations
Book Open access Aug 2026

Connex: Endpoint Mobility Primitives for Dynamic LLM Serving

Evaluation on a 5-node GPU cluster under synthetic and production-derived churn shows that Connex reduces P99 tail spikes by up to 85% compared to NCCL-based baselines, achieves sub-second cutover, and maintains 100% goodput at moderate loads where baselines collapse to 0–28%, while incurring less than 5% steady-state overhead.

Yanying Lin, Vincent Liu, Tao Luo et al. · 0 citations

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