K2vTune: A workload-aware configuration tuning for RocksDB

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Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park

Published: 01 Jan 2024, Last Modified: 06 Feb 2025Inf. Process. Manag. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We design a workload-aware configuration tuning framework to optimize RocksDB.•We introduce a knob2vec to generate vector representations of knob values uniquely.•DL techniques are applied to build a predictive model for RocksDB optimization.