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

Author

Chris Tsu

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Conference Aug 2026

Characterizing Predictability–Latency Trade-offs of KV-Cache SSD Offloading in LMCache for LLM Serving Systems

KV-cache offload is widely used to stretch GPU memory for LLM serving, but its storage behavior has not been characterized at the block-device level. In this paper, we study LMCache through realworld multi-session workloads that span same/different context $\times$ same/different prompt, using over 100 stateless reques...

Ying He, Dingsen Shi, Yanbo Dai et al. · 0 citations

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