Learning State Representations for Query Optimization with Deep Reinforcement Learning

22 March 2018

Papers citing "Learning State Representations for Query Optimization with Deep Reinforcement Learning"

9 / 9 papers shown

Title
Multi-Agent Join Vahid Ghadakchi Mian Xie Arash Termehchy Bakhtiyar Doskenov Bharghav Srikhakollu Summit Haque Huazheng Wang 13 0 0 21 Dec 2023
JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning Kaiwen Wang Junxiong Wang Yueying Li Nathan Kallus Immanuel Trummer Wen Sun GP 42 2 0 21 Jul 2023
DB-BERT: a Database Tuning Tool that "Reads the Manual" Immanuel Trummer 22 61 0 21 Dec 2021
Efficient Deep Learning Pipelines for Accurate Cost Estimations Over Large Scale Query Workload Johan Kok Zhi Kang S. Tan Feng Cheng Shixuan Sun Bingsheng He 19 26 0 23 Mar 2021
Are We Ready For Learned Cardinality Estimation? Xiaoying Wang Changbo Qu Weiyuan Wu Jiannan Wang Qingqing Zhou 37 113 0 12 Dec 2020
Consistent and Flexible Selectivity Estimation for High-Dimensional Data Yaoshu Wang Chuan Xiao Jianbin Qin Rui Mao Onizuka Makoto Wei Wang Rui Zhang Yoshiharu Ishikawa 25 14 0 20 May 2020
Deep Unsupervised Cardinality Estimation Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Peter Chen Pieter Abbeel J. M. Hellerstein S. Krishnan Ion Stoica 19 203 0 10 May 2019
Approximate Query Processing using Deep Generative Models Saravanan Thirumuruganathan Shohedul Hasan Nick Koudas Gautam Das 35 49 0 24 Mar 2019
Deep Reinforcement Learning for Join Order Enumeration Ryan Marcus Olga Papaemmanouil 22 229 0 28 Feb 2018