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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

Kaifei Peng

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Book Open access Sep 2026

NetLoom: Accelerating the Construction of Large-Scale Network Emulation on a Single Host

This work revisit VN construction from a kernel-execution perspective, and presents NetLoom, a pipelined network emulation construction framework that decouples VN construction into active execution and blocking phases, co-optimizing them through two complementary techniques: overlapped scheduling to mitigate pipeline...

Mi-Nuo Jiang, Xian Yu, Kai-Fei Peng et al. · 0 citations
2026

Rethinking Virtual Network Construction for Network Emulation at Scale: Analysis, Modeling, and Optimization

Network emulation has become an indispensable methodology for evaluating next-generation network architectures, offering a critical balance between experimental fidelity and operational scalability. However, its effectiveness is fundamentally constrained by inefficiencies in emulating large-scale networks, particularly...

Kaifei Peng, Yan-Biao Li, Wenbin Li et al. · 0 citations

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