Author

Yinmin Zhong

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Book Open access Aug 2026

DualPath: Accelerating Agentic LLM Inference by Harvesting Disaggregated KV-Cache Storage I/O

DualPath is an inference system that breaks this bottleneck by introducing dual-path KV-Cache loading and enables a novel storage-to-decode path, in which the KV-Cache is loaded into decoding engines and then efficiently transferred to prefill engines via RDMA over the compute network.

Yongtong Wu, Shaoyuan Chen, Rilin Huang et al. · Proceedings of the ACM SIGCO... · 0 citations

Preprint Jul 2026

ExpertPlex: A High-Goodput Disaggregated Serving System for MoE LLMs with Adaptive Persistent Kernels

ExpertPlex is presented, which shares massive MoE experts across phases while disaggregating lightweight attention modules to eliminate over 95% of duplicate model weights and multiplexes dynamically sparse computation, while attention disaggregation reduces attention communication cost.

Bingya Wu, Chao Jin, Zili Zhang et al. · 0 citations