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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

Yaxuan Lin

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Book Open access Aug 2026

Explainable Network Verification via Localized Subspecification

Network verification, synthesis, and repair tools help enforce high-level operational intent, but their limited explainability makes configuration maintenance costly in practice, as operators must still manually reason about large, low-level configurations. We propose localized subspecifications, which explain how indi...

Yongzheng Zhang, Yaxuan Lin, Hao-Xian Chen et al. · 0 citations
Book Open access Aug 2026

Explaining Network Configurations Under Failures via Localized Subspecifications

This work explores fault-tolerant subspecifications as a way to bridge the gap between network fault-tolerance verification and operators' guidance on which configuration fields are responsible for correctness or which local edits are safe under the full failure model.

Yaxuan Lin, Yongzheng Zhang, Hao-Xian Chen · 0 citations

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