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When the KV Cache Is Slower Than the GPU: Scaling Remote KV Tiers for Prefill

AI · Technology · 2026-10-18 14:23

An arXiv paper explores how to optimize system performance by scaling remote KV storage tiers when KV cache access becomes the bottleneck in context-parallel prefill scenarios, addressing GPU data-waiting issues.

Source: arxiv.org

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