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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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Tian-Zhang He

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Preprint Oct 2026

CEMA-Router: Infrastructure-Aware Batch Routing for LLM Inference in Cloud-Edge Systems

Large language models (LLM) are increasingly integrated into pervasive applications spanning heterogeneous cloud-edge resources. These heterogeneous resources differ in computational capacity, energy efficiency, network conditions, and deployed model quality, creating trade-offs among response quality, monetary cost, e...

Xi-Jia Wang, Tian-Zhang He, Mohammad Goudarzi · 0 citations

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