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GPU cluster sitting idle waiting on storage, more common than I expected

Reddit r/ArtificialInteligence ↗ · 2026-07-13

At an AI infrastructure meetup, multiple people reported that GPU clusters often sit idle because storage systems can't feed data fast enough during training, especially with large unstructured datasets on older NAS. Attendees mentioned moving to high-throughput S3-optimized platforms like Cloudian HyperStore and VAST Data to address the bottleneck.

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