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Young-ri Choi

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ADOC: Automatically Harmonizing Dataflow Between Components in Log-Structured Key-ValueFAST '23: 21st USENIX Conference on File and Storage Technologies2023-02-21
Claims that LSM write stalls come from a universal data overflow — imbalanced input vs output across memtable, L0 and deeper compactions — and not any single…
Talk on
HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters throughUSENIX ATC '202020-07-15
HetPipe is a system that combines pipelined model parallelism with data parallelism by grouping heterogeneous GPUs into a virtual worker that runs concurrent…
Talk on
Synergetic effects of Software and Hardware Parameters on the LSM system.12th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage '20)2020-07-13
Shows that LSM tunables interact with storage type: fio benchmarks and RocksDB runs reveal HDD/SSD/NVMe/persistent memory behave differently — fio benchmark…
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