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S. Bullis

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Book Open access Sep 2026

BASIC-Prefetcher: Bin-based Address and Size-Informed Caching for AI-Driven SSD Workloads

The BASIC Prefetcher is proposed, which recovers application-level I/O patterns by classifying requests into size-based bins and modeling temporal bin transitions with a lightweight Markov-chain framework and achieves up to 89% prediction accuracy on sequential workloads and 70% on highly random workloads, including AI...

Han Jang, Dongjun Lee, Youngbin Jin et al. · 0 citations

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