| 884 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction |
2019 |
VLDB |
0.00015654004 |
| 1,727 |
BigBench: Towards an Industry Standard Benchmark for Big Data Analytics |
2013 |
SIGMOD |
0.00010740936 |
| 2,020 |
Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms |
2020 |
VLDB |
9.762624e-05 |
| 2,501 |
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models |
2019 |
SIGMOD |
8.6453446e-05 |
| 2,916 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
7.9068048e-05 |
| 3,154 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
7.4686089e-05 |
| 3,169 |
QueryFormer: A Tree Transformer Model for Query Plan Representation |
2022 |
VLDB |
7.4498425e-05 |
| 3,266 |
Learned Cardinality Estimation: An In-depth Study |
2022 |
SIGMOD |
7.3074684e-05 |
| 3,277 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
7.2871625e-05 |
| 3,787 |
White-box Compression: Learning and Exploiting Compact Table Representations |
2020 |
CIDR |
6.7674374e-05 |
| 3,828 |
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction |
2022 |
VLDB |
6.7208524e-05 |
| 3,951 |
Why You Should Run TPC-DS: A Workload Analysis |
2007 |
VLDB |
6.5953162e-05 |
| 4,262 |
Efficient Processing of Window Functions in Analytical SQL Queries |
2015 |
VLDB |
6.3117226e-05 |
| 4,511 |
Of Snowstorms and Bushy Trees |
2014 |
VLDB |
6.1247645e-05 |
| 4,614 |
Interactive Summarization and Exploration of Top Aggregate Query Answers |
2018 |
VLDB |
6.0467204e-05 |
| 5,318 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
5.5715872e-05 |
| 5,337 |
Learned Index Benefits: Machine Learning Based Index Performance Estimation |
2022 |
VLDB |
5.5635208e-05 |
| 5,562 |
A Deep Dive into Common Open Formats for Analytical DBMSs |
2023 |
VLDB |
5.4331334e-05 |
| 5,605 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
5.4142007e-05 |
| 5,876 |
Membrane - Safe and Performant Data Access Controls in Apache Spark in the Presence of Imperative Code |
2024 |
VLDB |
5.2922419e-05 |
| 5,924 |
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning |
2023 |
VLDB |
5.2719183e-05 |
| 6,230 |
Learned Approximate Query Processing: Make it Light, Accurate and Fast |
2021 |
CIDR |
5.145989e-05 |
| 6,328 |
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies |
2024 |
VLDB |
5.1082882e-05 |
| 6,519 |
Expand your Training Limits! Generating Training Data for ML-based Data Management |
2021 |
SIGMOD |
5.0316686e-05 |
| 6,659 |
Fast and Effective Distribution-Key Recommendation for Amazon Redshift |
2020 |
VLDB |
4.9710856e-05 |
| 6,863 |
Declarative Sub-Operators for Universal Data Processing |
2023 |
VLDB |
4.905092e-05 |
| 7,399 |
SmartBench: A Benchmark For Data Management In Smart Spaces |
2020 |
VLDB |
4.7410149e-05 |
| 7,415 |
Efficient and Scalable Statistics Gathering for Large Databases in Oracle 11g |
2008 |
SIGMOD |
4.7355557e-05 |
| 7,461 |
Scalable Multi-Query Execution using Reinforcement Learning |
2021 |
SIGMOD |
4.723898e-05 |
| 8,088 |
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage |
2020 |
VLDB |
4.5897316e-05 |
| 8,199 |
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors |
2024 |
VLDB |
4.5605795e-05 |
| 8,361 |
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools |
2023 |
SIGMOD |
4.5368524e-05 |
| 8,432 |
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries |
2020 |
SIGMOD |
4.5153924e-05 |
| 8,448 |
PARQO: Penalty-Aware Robust Plan Selection in Query Optimization |
2024 |
VLDB |
4.5100508e-05 |
| 8,608 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
4.4853979e-05 |
| 8,680 |
A Practical Approach to Groupjoin and Nested Aggregates |
2021 |
VLDB |
4.4694927e-05 |
| 8,703 |
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization |
2022 |
CIDR |
4.4647237e-05 |
| 8,896 |
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation |
2026 |
VLDB |
4.427232e-05 |
| 9,107 |
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks |
2023 |
SIGMOD |
4.3950706e-05 |
| 9,232 |
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes |
2025 |
SIGMOD |
4.3690661e-05 |
| 9,320 |
Powering In-Database Dynamic Model Slicing for Structured Data Analytics |
2024 |
VLDB |
4.3556432e-05 |
| 9,587 |
Low Rank Learning for Offline Query Optimization |
2025 |
SIGMOD |
4.3215645e-05 |
| 9,689 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
4.3043822e-05 |
| 9,848 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
4.2721228e-05 |
| 9,850 |
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics |
2021 |
VLDB |
4.2721228e-05 |
| 9,981 |
Survivorship Bias in Industrial Database Workloads |
2026 |
CIDR |
4.1945683e-05 |
| 9,993 |
Leveraging Query Optimizers to Verify the Soundness of LLM-based Query Rewrites for Real-World Workloads, and More! |
2026 |
CIDR |
4.1945683e-05 |
| 9,995 |
Text-to-SQL Benchmarks are Broken: An In-Depth Analysis of Annotation Errors |
2026 |
CIDR |
4.1945683e-05 |
| 10,012 |
A Fast, Mergeable, and LDP Compatible Sketch for Counting the Number of Distinct Values in Fully Dynamic Tables |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,032 |
Rainbow: Risk-aware Index Benefit Estimation Facing Out Of Distribution Workloads |
2026 |
SIGMOD |
4.1945683e-05 |