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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xiaoliang Wang

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Book Open access Aug 2026

GPU-Centric Stateless LLM Serving With GIGANETS

Giganetes is a GPU-centric architecture for stateless LLM serving that externalizes KV caches to a disaggregated remote memory pool via GPUDirect RDMA, eliminating session affinity constraints and enabling near-linear horizontal scaling in a Kubernetes-native deployment.

Xiao-Liang Wang, Zhen-Wei Pi, Rui Zhang et al. · 0 citations
Book Open access Aug 2026

PSN-PATH: When Multipath RDMA Meets Lossy Networks

Remote Direct Memory Access (RDMA) is widely adopted for high-performance datacenter workloads, but its strict ordering requirement conflicts with multipath transport in lossy networks. RDMA Network Interface Cards (RNICs) may interpret Out-of-Order (OOO) arrivals caused by diverse path latencies as packet loss. This t...

Zhe-Xiong Li, Shugui Wei, Puyu Zhao et al. · 0 citations

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