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AI inference infrastructure now depends on storage latency, network bandwidth, and power efficiency, not just GPUs. Kioxia's CM9 drives show 76% random-read and over 100% random-write IOPS per watt improvements. Supermicro's reference design pairs Nvidia HGX B300 with IBM Storage Scale and Kioxia drives, achieving subsecond time-to-first-token.
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