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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

Lucas Crowthers

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Preprint Aug 2026

PANEM: A Heuristic Latency Model

PANEM is presented, a lightweight event-driven heuristic model that has guided four generations of commercial server-core development at Ampere Computing and shows that a calibrated, contention-aware abstraction can deliver practical predictive value for industrial design-space exploration at simulation costs similar t...

Lucas Crowthers, M. Madhav · 1 citation

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