| 560 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction |
2019 |
VLDB |
0.00016403151 |
| 1,397 |
Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms |
2020 |
VLDB |
0.00010789242 |
| 1,702 |
BigBench: Towards an Industry Standard Benchmark for Big Data Analytics |
2013 |
SIGMOD |
9.8361594e-05 |
| 1,829 |
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models |
2019 |
SIGMOD |
9.5510333e-05 |
| 1,952 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
9.3189525e-05 |
| 2,250 |
QueryFormer: A Tree Transformer Model for Query Plan Representation |
2022 |
VLDB |
8.7533306e-05 |
| 2,342 |
Learned Cardinality Estimation: An In-depth Study |
2022 |
SIGMOD |
8.6060437e-05 |
| 2,618 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
8.2217101e-05 |
| 2,663 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
8.1581558e-05 |
| 2,885 |
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction |
2022 |
VLDB |
7.9094988e-05 |
| 3,146 |
White-box Compression: Learning and Exploiting Compact Table Representations |
2020 |
CIDR |
7.5963816e-05 |
| 3,207 |
Why You Should Run TPC-DS:A Workload Analysis |
2007 |
VLDB |
7.5387953e-05 |
| 3,427 |
Efficient Processing of Window Functions in Analytical SQL Queries |
2015 |
VLDB |
7.3082914e-05 |
| 4,052 |
Of Snowstorms and Bushy Trees |
2014 |
VLDB |
6.8283077e-05 |
| 4,332 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6587744e-05 |
| 4,635 |
A Deep Dive into Common Open Formats for Analytical DBMSs |
2023 |
VLDB |
6.4932705e-05 |
| 4,711 |
Learned Index Benefits: Machine Learning Based Index Performance Estimation |
2022 |
VLDB |
6.4573842e-05 |
| 4,729 |
Interactive Summarization and Exploration of Top Aggregate Query Answers |
2018 |
VLDB |
6.4470592e-05 |
| 4,781 |
Learned Approximate Query Processing: Make it Light, Accurate and Fast |
2021 |
CIDR |
6.4162085e-05 |
| 4,925 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
6.3511742e-05 |
| 5,481 |
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies |
2024 |
VLDB |
6.1125124e-05 |
| 5,674 |
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning |
2023 |
VLDB |
6.0430252e-05 |
| 6,141 |
Expand your Training Limits! Generating Training Data for ML-based Data Management |
2021 |
SIGMOD |
5.8733296e-05 |
| 6,277 |
Fast and Effective Distribution-Key Recommendation for Amazon Redshift |
2020 |
VLDB |
5.8266146e-05 |
| 6,296 |
Declarative Sub-Operators for Universal Data Processing |
2023 |
VLDB |
5.8195258e-05 |
| 6,986 |
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools |
2023 |
SIGMOD |
5.6284421e-05 |
| 7,341 |
Scalable Multi-Query Execution using Reinforcement Learning |
2021 |
SIGMOD |
5.5481233e-05 |
| 7,464 |
Membrane - Safe and Performant Data Access Controls in Apache Spark in the Presence of Imperative Code |
2024 |
VLDB |
5.5204333e-05 |
| 7,496 |
SmartBench: A Benchmark For Data Management In Smart Spaces |
2020 |
VLDB |
5.5091445e-05 |
| 7,510 |
Efficient and Scalable Statistics Gathering for Large Databases in Oracle 11g |
2008 |
SIGMOD |
5.5055437e-05 |
| 7,582 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4910839e-05 |
| 7,907 |
A Practical Approach to Groupjoin and Nested Aggregates |
2021 |
VLDB |
5.4287568e-05 |
| 7,968 |
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors |
2024 |
VLDB |
5.4156041e-05 |
| 8,160 |
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage |
2020 |
VLDB |
5.3871591e-05 |
| 8,208 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
5.3775598e-05 |
| 8,389 |
PARQO: Penalty-Aware Robust Plan Selection in Query Optimization |
2024 |
VLDB |
5.3413016e-05 |
| 8,493 |
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries |
2020 |
SIGMOD |
5.3310013e-05 |
| 8,851 |
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization |
2022 |
CIDR |
5.2644901e-05 |
| 9,021 |
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes |
2025 |
SIGMOD |
5.2349846e-05 |
| 9,072 |
The LDBC Financial Benchmark: Transaction Workload |
2025 |
VLDB |
5.2283159e-05 |
| 9,209 |
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks |
2023 |
SIGMOD |
5.2061781e-05 |
| 9,212 |
Powering In-Database Dynamic Model Slicing for Structured Data Analytics |
2024 |
VLDB |
5.2060505e-05 |
| 9,217 |
Text-to-SQL Benchmarks are Broken: An In-Depth Analysis of Annotation Errors |
2026 |
CIDR |
5.2056825e-05 |
| 9,222 |
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation |
2026 |
VLDB |
5.2056825e-05 |
| 9,561 |
Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation |
2026 |
VLDB |
5.1571823e-05 |
| 9,670 |
Low Rank Learning for Offline Query Optimization |
2025 |
SIGMOD |
5.1452097e-05 |
| 9,730 |
PAR2QO: Parametric Penalty-Aware Robust Query Optimization |
2025 |
VLDB |
5.1349531e-05 |
| 10,187 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
5.0651993e-05 |
| 10,189 |
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics |
2021 |
VLDB |
5.0651993e-05 |
| 10,350 |
Survivorship Bias in Industrial Database Workloads |
2026 |
CIDR |
4.9793485e-05 |