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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

Yitao Xing

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#large language models Dec 2026

Falcon: Efficient and Scalable Acceleration of Packet-Level Network Simulation for LLM Training

Network simulation serves as a crucial tool for evaluating the performance of distributed training systems. Evaluating congestion control, routing, queueing, flow control, and tail-latency behavior in large language model (LLM) training networks requires packet-level simulation (PLS) when transient packet, queue, and p...

Li-Kai Liu, Zheng Wu, Xin He et al. · 0 citations
Book Open access Aug 2026

Towards Efficient Verification of Distributed In-Network Computing Programs

Procurator is a verification framework that efficiently captures interactive behaviors in distributed in-network programs and employs an intermediate representation (IR) pruner to reduce the execution space and a schedule-replay-based acceleration approach to avoid explicit exploration of long execution traces.

Mingyuan Song, Huan-Xing Shen, Jinghui Jiang et al. · 0 citations

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