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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

Dennis Cai

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Book Open access Aug 2026

Anytest: Localizing the Root Cause of Hardware Transport Performance Anomalies

Anytest, an in-situ black-box testing tool that localizes root causes of transport-layer NPAs on commodity RoCEv2 RNICs and Ethernet switches without re-cabling or hardware modification, and implements Anytest's DPDK-based endpoints, which realize protocol correctness while enforcing μs-level packet timing at the hardw...

Zhaochen Zhang, Jia-Qi Gao, Sheng Cheng et al. · 0 citations
#small language model Book Open access Aug 2026

Balancing and Beyond: Communication-Centric Optimizations in Expert Parallelism

EPIC mitigates imbalance via performance-aware expert migration and runtime expert activation, and then improves communication with topology-adaptive transport kernels and fine-grained computation-communication overlap.

Jia-Min Cao, Qingxu Li, Yaozhong Liu et al. · 2 citations · ⚡1

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