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Author

Hui Yuan

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Book Open access Aug 2026

Delphinus: Ultra-Fast Link Failure Detection and Recovery for AI Data Center Networks

Delphinus is an ultra-fast link failure detection and recovery solution built on the data-plane of programmable switches that achieves ultra-fast failure detection via hardware-based port state monitoring, extends recoverable failure coverage through remote failure notification and relay, and enables fast recovery by p...

Junye Zhang, Jie Li, Zhigang Ji et al. · 0 citations
Book Open access Aug 2026

Dragonfly-Ultra: A Scalable, Low-Cost Network Architecture for High-Performance AI Clusters

Dragonfly-Ultra is presented, a scalable, low-cost network architecture for high-performance AI clusters that can scale to over 260k GPUs with only 82% cost and 81% power consumption of a 3-layer Clos architecture and incorporates three key mechanisms to further improve network performance and optimize collective commu...

Rui Zhuang, Hui Yuan, Junye Zhang et al. · 0 citations
Book Open access Aug 2026

Towards Efficient Serving of Network-intensive LLM Inferences

Prefix caching has become a key technique for LLM serving, and nowadays the reusable KVCache contents are often hosted on distributed servers. For long-context LLM inferences with high cache hit ratio, cross-server KVCache transmission has become an emerging performance bottleneck; such network-intensive LLM inferences...

Weiye Wang, Chen Chen, Junxue Zhang et al. · 0 citations

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