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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

Guang-Ba Yu

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Jul 2026

AutoScope: Code Knowledge Enhanced Span-level Sampling for Distributed Tracing

This work proposes AutoScope, a novel framework that leverages static code knowledge to enable structurally safe span-level sampling and introduces the concept of span-level sampling, a fine-grained paradigm that retains only essential spans rather than full traces.

Yu-Lun Wu, Guangba Yu, Zhihan Jiang et al. · 0 citations

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