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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

Xian-Wei Zhang

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2025

DynaPipe: Dynamic Layer Redistribution for Efficient Serving of LLMs with Pipeline Parallelism

DynaPipe is a dynamic layer redistribution scheme that adaptively balances computation by predicting execution latency in real time that reduces average end-to-end request latency by 8% to 41% across diverse workloads, outperforming state-of-the-art pipeline parallelism systems.

Hongxin Xu, Tianyu Guo, Xianwei Zhang · 2 citations

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