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Myeonghoon Park

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Book Open access Sep 2026

GraceSSD: Per-File Reliability Hints for Error-Tolerant Machine Learning Storage

We propose GraceSSD, a per-file storage abstraction that exposes the inherent error resilience of modern machine learning (ML) applications to the underlying flash device. GraceSSD lets an application attach a lightweight resilience hint to each file through the standard extended-attribute (xattr) interface, declaring...

Seung-Kwan Kang, Hyungseok Ko, Hyun Dong Lee et al. · 0 citations

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