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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

Bingyang Liu

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2026

Reliable RDMA Over Lossy Fabrics via Data-Control Partitioning

Due to the high operational complexity and limited deployment scale of lossless RDMA networks, the community has been exploring efficient RDMA communication over lossy fabrics. State-of-the-art (SOTA) lossy RDMA solutions implement a simplified selective repeat mechanism in RDMA NICs (RNICs) to enhance loss recovery ef...

Wenxue Li, Xiangzhou Liu, Yunxuan Zhang et al. · 0 citations
Book Open access Aug 2026

Balanced Sparse Tree: A Scalable Network Topology for Large Language Models

This work proposes a novel topology named the Balanced Sparse Tree (BST), which is a topology characterized by symmetric design and sparse connections, motivated by hypergraph theory and Steiner Systems, and demonstrates the superiority of BST over the state-of-the-art in network scale, latency, bandwidth, and cost.

Shaoteng Liu, Dejun Kong, Huitian Wang et al. · 0 citations

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