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Zhen-Wei Pi

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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

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