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Jisung Park

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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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DeepSketch: A New Machine Learning-Based Reference Search Technique...FAST '222022-02-22
A machine-learned reference search called DeepSketch extracts binary sketches via a small DNN (three conv + two FC layers) and uses clustering plus transfer…
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