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FlatCake: A Flat KVCache Storage Architecture for LLM Serving

Huang, Xin et al.
arXiv (All) · Papers
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and-cluster-computingdistributedoperating-systemsparallel
KV cache reuse accelerates LLM serving, but existing systems manage host DRAM and NVMe SSD as a tiered hierarchy where DRAM acts as an intermediate cache. Production LLM workloads break both premises of this hierarchy. First, bimodal reuse defeats DRAM temporal filtering, since workloads are dominat
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