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yulong-ye's Projects

dbbert icon dbbert

DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.

dbtune icon dbtune

A customized and efficient database tuning system [VLDB'22]

gptuner icon gptuner

GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning process.

hpobench icon hpobench

Collection of hyperparameter optimization benchmark problems

hypertune icon hypertune

Efficient Hyper-parameter Tuning at Scale (VLDB'22)

knobstuningea icon knobstuningea

An Experimental Evaluation for Database Configuration Tuning

llamatune icon llamatune

Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"

mfes-hb icon mfes-hb

Implementation of MFES-HB [AAAI'21] along with Hyperband and BOHB

onlinetune icon onlinetune

Online configuration tuning system for DBMS with safety consideration

open-box icon open-box

Generalized and Efficient Blackbox Optimization System

qtune-mysql icon qtune-mysql

Collaborated with Guoliang Li, Jiesi Liu, and Jianming Wu

restune icon restune

Resource-oriented tuning system boosted by meta-learning for cloud database

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