| 560 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction |
2019 |
VLDB |
0.00016408613 |
| 1,396 |
Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms |
2020 |
VLDB |
0.00010788714 |
| 1,702 |
BigBench: Towards an Industry Standard Benchmark for Big Data Analytics |
2013 |
SIGMOD |
9.8315163e-05 |
| 1,828 |
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models |
2019 |
SIGMOD |
9.547768e-05 |
| 1,949 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
9.3172855e-05 |
| 2,248 |
QueryFormer: A Tree Transformer Model for Query Plan Representation |
2022 |
VLDB |
8.7567205e-05 |
| 2,342 |
Learned Cardinality Estimation: An In-depth Study |
2022 |
SIGMOD |
8.6074783e-05 |
| 2,618 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
8.2193318e-05 |
| 2,663 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
8.1542952e-05 |
| 2,879 |
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction |
2022 |
VLDB |
7.9126862e-05 |
| 3,147 |
White-box Compression: Learning and Exploiting Compact Table Representations |
2020 |
CIDR |
7.5927972e-05 |
| 3,209 |
Why You Should Run TPC-DS:A Workload Analysis |
2007 |
VLDB |
7.5353129e-05 |
| 3,427 |
Efficient Processing of Window Functions in Analytical SQL Queries |
2015 |
VLDB |
7.3048595e-05 |
| 4,052 |
Of Snowstorms and Bushy Trees |
2014 |
VLDB |
6.8257821e-05 |
| 4,332 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6556222e-05 |
| 4,638 |
A Deep Dive into Common Open Formats for Analytical DBMSs |
2023 |
VLDB |
6.4901967e-05 |
| 4,713 |
Learned Index Benefits: Machine Learning Based Index Performance Estimation |
2022 |
VLDB |
6.4543291e-05 |
| 4,731 |
Interactive Summarization and Exploration of Top Aggregate Query Answers |
2018 |
VLDB |
6.4440072e-05 |
| 4,779 |
Learned Approximate Query Processing: Make it Light, Accurate and Fast |
2021 |
CIDR |
6.416435e-05 |
| 4,926 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
6.3481677e-05 |
| 5,482 |
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies |
2024 |
VLDB |
6.1123461e-05 |
| 5,675 |
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning |
2023 |
VLDB |
6.0401656e-05 |
| 6,141 |
Expand your Training Limits! Generating Training Data for ML-based Data Management |
2021 |
SIGMOD |
5.8708409e-05 |
| 6,280 |
Fast and Effective Distribution-Key Recommendation for Amazon Redshift |
2020 |
VLDB |
5.8239136e-05 |
| 6,301 |
Declarative Sub-Operators for Universal Data Processing |
2023 |
VLDB |
5.8167709e-05 |
| 6,989 |
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools |
2023 |
SIGMOD |
5.6257777e-05 |
| 7,344 |
Scalable Multi-Query Execution using Reinforcement Learning |
2021 |
SIGMOD |
5.5455974e-05 |
| 7,468 |
Membrane - Safe and Performant Data Access Controls in Apache Spark in the Presence of Imperative Code |
2024 |
VLDB |
5.51782e-05 |
| 7,501 |
SmartBench: A Benchmark For Data Management In Smart Spaces |
2020 |
VLDB |
5.5065365e-05 |
| 7,515 |
Efficient and Scalable Statistics Gathering for Large Databases in Oracle 11g |
2008 |
SIGMOD |
5.5029699e-05 |
| 7,588 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4884845e-05 |
| 7,911 |
A Practical Approach to Groupjoin and Nested Aggregates |
2021 |
VLDB |
5.4261869e-05 |
| 7,972 |
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors |
2024 |
VLDB |
5.4130405e-05 |
| 8,166 |
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage |
2020 |
VLDB |
5.3846089e-05 |
| 8,215 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
5.3750141e-05 |
| 8,393 |
PARQO: Penalty-Aware Robust Plan Selection in Query Optimization |
2024 |
VLDB |
5.3387995e-05 |
| 8,501 |
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries |
2020 |
SIGMOD |
5.3285575e-05 |
| 8,861 |
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization |
2022 |
CIDR |
5.2619979e-05 |
| 9,029 |
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes |
2025 |
SIGMOD |
5.2325065e-05 |
| 9,081 |
The LDBC Financial Benchmark: Transaction Workload |
2025 |
VLDB |
5.2258409e-05 |
| 9,219 |
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks |
2023 |
SIGMOD |
5.2037933e-05 |
| 9,222 |
Powering In-Database Dynamic Model Slicing for Structured Data Analytics |
2024 |
VLDB |
5.203586e-05 |
| 9,227 |
Text-to-SQL Benchmarks are Broken: An In-Depth Analysis of Annotation Errors |
2026 |
CIDR |
5.2032182e-05 |
| 9,232 |
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation |
2026 |
VLDB |
5.2032182e-05 |
| 9,569 |
Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation |
2026 |
VLDB |
5.154741e-05 |
| 9,635 |
Low Rank Learning for Offline Query Optimization |
2025 |
SIGMOD |
5.1453041e-05 |
| 9,735 |
PAR2QO: Parametric Penalty-Aware Robust Query Optimization |
2025 |
VLDB |
5.1325223e-05 |
| 10,190 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
5.0628015e-05 |
| 10,192 |
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics |
2021 |
VLDB |
5.0628015e-05 |
| 10,362 |
Survivorship Bias in Industrial Database Workloads |
2026 |
CIDR |
4.9769913e-05 |