A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation

26 July 2021

Papers citing "A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation"

17 / 17 papers shown

Title
BQSched: A Non-intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning Chenhao Xu Chunyu Chen Jinglin Peng Jiannan Wang Jun Gao OffRL AI4TS 43 0 0 27 Apr 2025
ACE: A Cardinality Estimator for Set-Valued Queries Yufan Sheng Xin Cao Kaiqi Zhao Yixiang Fang Jianzhong Qi Wenjie Zhang Christian S. Jensen 55 0 0 19 Mar 2025
DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation Kaixin Zhang Hongzhi Wang Ziqi Li Y. Lu Yingze Li Yu Yan Yiming Guan 39 0 0 12 Mar 2025
Towards Establishing Guaranteed Error for Learned Database Operations Sepanta Zeighami Cyrus Shahabi 21 1 0 09 Nov 2024
Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability Sepanta Zeighami Cyrus Shahahbi 37 1 0 09 Nov 2024
A Practical Theory of Generalization in Selectivity Learning Peizhi Wu Haoshu Xu Ryan Marcus Z. Ives OODD 35 0 0 11 Sep 2024
PRICE: A Pretrained Model for Cross-Database Cardinality Estimation Tian Zeng Junwei Lan Jiahong Ma Wenqing Wei Rong Zhu Pengfei Li Bolin Ding Defu Lian Zhewei Wei Jingren Zhou 31 5 0 03 Jun 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 67 3 0 24 May 2024
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning Chenghao Lyu Qi Fan Philippe Guyard Yanlei Diao 16 1 0 01 Mar 2024
Duet: efficient and scalable hybriD neUral rElation undersTanding Kaixin Zhang Hongzhi Wang Y. Lu Ziqi Li Chang Shu Yu Yan Donghua Yang 14 1 0 25 Jul 2023
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method Valter Uotila 11 3 0 14 Jun 2023
BitE : Accelerating Learned Query Optimization in a Mixed-Workload Environment Yuri Kim Yewon Choi Yujung Gil Sanghee Lee Heesik Shin Jaehyok Chong 17 0 0 01 Jun 2023
FactorJoin: A New Cardinality Estimation Framework for Join Queries Ziniu Wu Parimarjan Negi Mohammad Alizadeh Tim Kraska Sam Madden 16 36 0 11 Dec 2022
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing Chenghao Lyu Qi Fan Fei Song Arnab Sinha Y. Diao ... Li Ma Yihui Feng Yaliang Li Kai Zeng Jingren Zhou 4 9 0 05 Jul 2022
Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size Rong Zhu Tian Zeng A. Pfadler Wei Chen Bolin Ding Jingren Zhou 14 3 0 07 Dec 2021
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation Yuxing Han Ziniu Wu Peizhi Wu Rong Zhu Jingyi Yang ... A. Pfadler Zhengping Qian Jingren Zhou Jiangneng Li Bin Cui 24 102 0 13 Sep 2021
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm Jiaoyi Zhang Yihan Gao 6 25 0 01 Mar 2021