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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
Review Aug 2026

One-chip-like datacenter design enabled by CXL-based scale-up fabrics

A one-chip-like standpoint for understanding how datacenter infrastructures are evolving to support AI workloads is introduced, highlighting how one-chip-like datacenter extends chip-level semantics to rack scale by combining compute express link fabrics with hardware mechanisms, thereby stabilizing latency variability...

Myoungsoo Jung, Hyein Woo, Junhee Kim et al. · 0 citations

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