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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

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Qingqing Song

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Open access 2026

Deterministic Workflow Auditing via Dependency–State Coupled Verification and Explainable Conflict Tracing

: Complex procedural workflows in maintenance and parametric design often fail due to violated long-range dependencies, unsatisfied preconditions, and inconsistent parameter bindings. In such workflows, an early structural deviation may propagate silently and eventually induce global failure. Existing workflow auditing...

Jixin Xu, Xingxin Li, Senlin Zhu et al. · 0 citations

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