| 545 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction |
2019 |
VLDB |
0.0001657599 |
| 1,400 |
Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms |
2020 |
VLDB |
0.00010759064 |
| 1,707 |
BigBench: Towards an Industry Standard Benchmark for Big Data Analytics |
2013 |
SIGMOD |
9.8031942e-05 |
| 1,839 |
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models |
2019 |
SIGMOD |
9.5187688e-05 |
| 1,958 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
9.2894133e-05 |
| 2,169 |
QueryFormer: A Tree Transformer Model for Query Plan Representation |
2022 |
VLDB |
8.9151935e-05 |
| 2,348 |
Learned Cardinality Estimation: An In-depth Study |
2022 |
SIGMOD |
8.5910072e-05 |
| 2,619 |
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction |
2022 |
VLDB |
8.1985665e-05 |
| 2,622 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
8.1976067e-05 |
| 2,673 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
8.1276375e-05 |
| 3,152 |
White-box Compression: Learning and Exploiting Compact Table Representations |
2020 |
CIDR |
7.5717115e-05 |
| 3,217 |
Why You Should Run TPC-DS:A Workload Analysis |
2007 |
VLDB |
7.5107676e-05 |
| 3,438 |
Efficient Processing of Window Functions in Analytical SQL Queries |
2015 |
VLDB |
7.2807703e-05 |
| 4,048 |
Of Snowstorms and Bushy Trees |
2014 |
VLDB |
6.817438e-05 |
| 4,346 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6386388e-05 |
| 4,373 |
A Deep Dive into Common Open Formats for Analytical DBMSs |
2023 |
VLDB |
6.6191786e-05 |
| 4,726 |
Learned Index Benefits: Machine Learning Based Index Performance Estimation |
2022 |
VLDB |
6.4329878e-05 |
| 4,752 |
Interactive Summarization and Exploration of Top Aggregate Query Answers |
2018 |
VLDB |
6.4226993e-05 |
| 4,792 |
Learned Approximate Query Processing: Make it Light, Accurate and Fast |
2021 |
CIDR |
6.4010108e-05 |
| 4,949 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
6.3271767e-05 |
| 5,484 |
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies |
2024 |
VLDB |
6.0980944e-05 |
| 5,687 |
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning |
2023 |
VLDB |
6.0201937e-05 |
| 6,113 |
Expand your Training Limits! Generating Training Data for ML-based Data Management |
2021 |
SIGMOD |
5.8662826e-05 |
| 6,291 |
Fast and Effective Distribution-Key Recommendation for Amazon Redshift |
2020 |
VLDB |
5.8049232e-05 |
| 6,305 |
Declarative Sub-Operators for Universal Data Processing |
2023 |
VLDB |
5.8008469e-05 |
| 6,618 |
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools |
2023 |
SIGMOD |
5.715013e-05 |
| 7,347 |
Scalable Multi-Query Execution using Reinforcement Learning |
2021 |
SIGMOD |
5.5308106e-05 |
| 7,487 |
Membrane - Safe and Performant Data Access Controls in Apache Spark in the Presence of Imperative Code |
2024 |
VLDB |
5.4995746e-05 |
| 7,520 |
SmartBench: A Benchmark For Data Management In Smart Spaces |
2020 |
VLDB |
5.4883285e-05 |
| 7,534 |
Efficient and Scalable Statistics Gathering for Large Databases in Oracle 11g |
2008 |
SIGMOD |
5.4849807e-05 |
| 7,605 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4703362e-05 |
| 7,927 |
A Practical Approach to Groupjoin and Nested Aggregates |
2021 |
VLDB |
5.4082473e-05 |
| 7,989 |
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors |
2024 |
VLDB |
5.3951416e-05 |
| 8,175 |
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage |
2020 |
VLDB |
5.3689261e-05 |
| 8,232 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
5.357241e-05 |
| 8,412 |
PARQO: Penalty-Aware Robust Plan Selection in Query Optimization |
2024 |
VLDB |
5.3211467e-05 |
| 8,517 |
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries |
2020 |
SIGMOD |
5.3110227e-05 |
| 8,873 |
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization |
2022 |
CIDR |
5.2459234e-05 |
| 9,050 |
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes |
2025 |
SIGMOD |
5.2152045e-05 |
| 9,102 |
The LDBC Financial Benchmark: Transaction Workload |
2025 |
VLDB |
5.208561e-05 |
| 9,240 |
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks |
2023 |
SIGMOD |
5.1867235e-05 |
| 9,245 |
Powering In-Database Dynamic Model Slicing for Structured Data Analytics |
2024 |
VLDB |
5.1863797e-05 |
| 9,251 |
Text-to-SQL Benchmarks are Broken: An In-Depth Analysis of Annotation Errors |
2026 |
CIDR |
5.1860131e-05 |
| 9,256 |
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation |
2026 |
VLDB |
5.1860131e-05 |
| 9,476 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
5.157794e-05 |
| 9,594 |
Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation |
2026 |
VLDB |
5.1376962e-05 |
| 9,662 |
Low Rank Learning for Offline Query Optimization |
2025 |
SIGMOD |
5.1283524e-05 |
| 9,754 |
Leveraging Query Optimizers to Verify the Soundness of LLM-based Query Rewrites for Real-World Workloads, and More! |
2026 |
CIDR |
5.115551e-05 |
| 9,767 |
PAR2QO: Parametric Penalty-Aware Robust Query Optimization |
2025 |
VLDB |
5.115551e-05 |
| 10,225 |
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics |
2021 |
VLDB |
5.0460607e-05 |