FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation

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FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation

18 November 2020

Jingren Zhou

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Papers citing "FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation"

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Title
Sketched Sum-Product Networks for Joins Brian Tsan Abylay Amanbayev Asoke Datta Florin Rusu 17 0 0 16 Jun 2025
ACE: A Cardinality Estimator for Set-Valued Queries Yufan Sheng Xin Cao Kaiqi Zhao Yixiang Fang Jianzhong Qi Wenjie Zhang Christian S. Jensen 92 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 73 0 0 12 Mar 2025
GenJoin: Conditional Generative Plan-to-Plan Query Optimizer that Learns from Subplan Hints Pavel Sulimov Claude Lehmann Kurt Stockinger 95 0 0 07 Nov 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 66 5 0 03 Jun 2024
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning Chenghao Lyu Qi Fan Philippe Guyard Yanlei Diao 53 4 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 67 3 0 25 Jul 2023
BitE : Accelerating Learned Query Optimization in a Mixed-Workload Environment Yuri Kim Yewon Choi Yujung Gil Sanghee Lee Heesik Shin Jaehyok Chong 53 0 0 01 Jun 2023
Scardina: Scalable Join Cardinality Estimation by Multiple Density Estimators Ryuichi Ito Yuya Sasaki Chuan Xiao Makoto Onizuka 42 0 0 31 Mar 2023
Lero: A Learning-to-Rank Query Optimizer Rong Zhu Wei Chen Bolin Ding Xingguang Chen A. Pfadler Ziniu Wu Jingren Zhou 80 59 0 14 Feb 2023
FactorJoin: A New Cardinality Estimation Framework for Join Queries Ziniu Wu Parimarjan Negi Mohammad Alizadeh Tim Kraska Sam Madden 76 44 0 11 Dec 2022
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data M. Kurmanji Peter Triantafillou OOD AAML 88 18 0 11 Oct 2022
Learned k-NN Distance Estimation Daichi Amagata Yusuke Arai Sumio Fujita Takahiro Hara 24 6 0 29 Aug 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 37 10 0 05 Jul 2022
Learning to be a Statistician: Learned Estimator for Number of Distinct Values Renzhi Wu Bolin Ding Xu Chu Zhewei Wei Xiening Dai Tao Guan Jingren Zhou 55 13 0 06 Feb 2022
Baihe: SysML Framework for AI-driven Databases A. Pfadler Rong Zhu Wei Chen Botong Huang Tian Zeng Bolin Ding Jingren Zhou 43 3 0 29 Dec 2021
Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size Rong Zhu Tian Zeng A. Pfadler Wei Chen Bolin Ding Jingren Zhou 48 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 Tengjiao Wang 84 111 0 13 Sep 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 103 31 0 06 May 2021