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Characterizing High Bandwidth Flash for LLM Serving

Yu, Zack et al.
arXiv (All) · Papers
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and-cluster-computingdistributedhardware-architecturemachine-learningparallel
Large language model (LLM) serving requires substantial memory to store model weights and KV caches. As models grow larger and contexts become longer, memory capacity and bandwidth increasingly become bottlenecks for serving performance. Agentic workloads compound this pressure through repeated inte
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