RamTrend

AI Infrastructure · Oct 27, 2026

VDURA CEO extends HBM bandwidth debate to SSD tiers for AI data

VDURA's CEO argues that write throughput may matter more than raw capacity when NVMe SSDs hold AI inference data beneath accelerator memory.

Price impact: 0Direction: neutralSource: Blocks and Files

In a company blog discussed by Blocks and Files, VDURA CEO Ken Claffey applies a memory-bandwidth argument to NVMe drives used for key-value cache tiering. He says the usefulness of these SSDs depends on how quickly data can be written, not simply on how much they can hold. This is an executive's technical perspective, not a measured comparison or an industry-wide conclusion.

VDURAHBMNVMe SSDAI cache
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