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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

Yu-Hao Meng

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Jun 2026

PipeComm: Maximizing Link Utilization Through Pipeline-Aware Collective Communication Synthesis

Efficient collective communication is crucial for distributed training. While recent topology-aware synthesis approaches attempt to optimize communication based on the network topology, they struggle with heterogeneous environments where links exhibit distinct bandwidths and asymmetric connections. The main inefficienc...

Ruifan Xu, Yuze Luo, Yuhao Meng et al. · 0 citations

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