Deep Reinforcement Learning for Join Order Enumeration

28 February 2018

Papers citing "Deep Reinforcement Learning for Join Order Enumeration"

16 / 16 papers shown

Title
RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems Biao Ouyang Yingying Zhang Hanyin Cheng Yang Shu Chenjuan Guo Bin Yang Qingsong Wen L. Fan Christian S. Jensen 59 1 0 06 Mar 2025
JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning Kaiwen Wang Junxiong Wang Yueying Li Nathan Kallus Immanuel Trummer Wen Sun GP 50 2 0 21 Jul 2023
A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning Xinyi Zhang Zhuonan Chang Hong Wu Yang Li Jia Chen Jian Tan Feifei Li Bin Cui 26 10 0 10 Mar 2023
FactorJoin: A New Cardinality Estimation Framework for Join Queries Ziniu Wu Parimarjan Negi Mohammad Alizadeh Tim Kraska Sam Madden 26 36 0 11 Dec 2022
Deploying a Steered Query Optimizer in Production at Microsoft Wangda Zhang Matteo Interlandi Paul Mineiro S. Qiao Nasim Ghazanfari Marc T. Friedman Rafah Hosn Hiren Patel Alekh Jindal 20 23 0 24 Oct 2022
Learning-Based Data Storage [Vision] (Technical Report) Xiang Lian Xiaofei Zhang 30 0 0 12 Jun 2022
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 21 29 0 10 Aug 2021
A Unified Transferable Model for ML-Enhanced DBMS Ziniu Wu Pei Yu Peilun Yang Rong Zhu Yuxing Han Yaliang Li Defu Lian K. Zeng Jingren Zhou 42 31 0 06 May 2021
One Model to Rule them All: Towards Zero-Shot Learning for Databases Benjamin Hilprecht Carsten Binnig VLM 26 33 0 03 May 2021
A Survey on Advancing the DBMS Query Optimizer: Cardinality Estimation, Cost Model, and Plan Enumeration Hai Lan Z. Bao Yuwei Peng 25 81 0 05 Jan 2021
Are We Ready For Learned Cardinality Estimation? Xiaoying Wang Changbo Qu Weiyuan Wu Jiannan Wang Qingqing Zhou 37 113 0 12 Dec 2020
Wield: Systematic Reinforcement Learning With Progressive Randomization Michael Schaarschmidt Kai Fricke Eiko Yoneki 14 2 0 15 Sep 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 13 147 0 21 Jun 2019
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 24 203 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
Learning State Representations for Query Optimization with Deep Reinforcement Learning Jennifer Ortiz Magdalena Balazinska J. Gehrke S. S. Keerthi 21 162 0 22 Mar 2018