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Jaeho Kim

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DOGI: Data Placement with Oracle-Guided Insights for Log-Structured SystemsFAST '262026-02-24
Presents DOGI, a data-placement system that combines a hybrid heuristic+ML predictor (hot and frozen filters plus an MLP with six features and 10 outputs) with…
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MIDAS: Minimizing Write Amplification in Log-Structured Systems through Adaptive Group...22nd USENIX Conference on File and Storage Technologies (FAST '24)2024-02-27
MiDAS minimizes garbage-collection write amplification by organizing data into a chain of adaptive groups, automatically tuning number of groups and group…
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Alleviating Garbage Collection Interference Through Spatial Separation in All Flash ArraysUSENIX ATC '192019-07-10
SWAN partitions an all-flash array into spatial separation front-end SSDs that absorb app writes and back-end SSDs that perform GC, implemented in the host…
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