| 71 |
How Good Are Query Optimizers, Really? |
2016 |
VLDB |
0.00059446482 |
| 329 |
Neo: A Learned Query Optimizer |
2019 |
VLDB |
0.00027301488 |
| 510 |
An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning |
2019 |
SIGMOD |
0.00021420477 |
| 556 |
Discovering Denial Constraints |
2013 |
VLDB |
0.00020214701 |
| 630 |
Management of Probabilistic Data: Foundations and Challenges |
2007 |
PODS |
0.00018942778 |
| 702 |
MYSTIQ: A system for finding more answers by using probabilities |
2005 |
SIGMOD |
0.00017848789 |
| 1,047 |
Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms |
2015 |
VLDB |
0.00014442219 |
| 1,187 |
On Generating Near-Optimal Tableaux for Conditional Functional Dependencies |
2008 |
VLDB |
0.00013432048 |
| 1,239 |
Selectivity Estimation for Range Predicates using Lightweight Models |
2019 |
VLDB |
0.00013091459 |
| 1,536 |
Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions |
2011 |
VLDB |
0.00011458359 |
| 1,544 |
KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing |
2015 |
SIGMOD |
0.00011438274 |
| 1,643 |
Finding Related Tables in Data Lakes for Interactive Data Science |
2020 |
SIGMOD |
0.00011031534 |
| 1,727 |
QuickSel: Quick Selectivity Learning with Mixture Models |
2020 |
SIGMOD |
0.00010731889 |
| 1,756 |
Sampling-Based Query Re-Optimization |
2016 |
SIGMOD |
0.00010659753 |
| 1,887 |
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads |
2021 |
VLDB |
0.00010201938 |
| 2,082 |
Efficient Discovery of Approximate Dependencies |
2018 |
VLDB |
9.5875364e-05 |
| 2,158 |
DIFF: A Relational Interface for Large-Scale Data Explanation |
2019 |
VLDB |
9.4117885e-05 |
| 2,161 |
Uni-Detect: A Unified Approach to Automated Error Detection in Tables |
2019 |
SIGMOD |
9.4029915e-05 |
| 2,271 |
Estimating the Confidence of Conditional Functional Dependencies |
2009 |
SIGMOD |
9.1467959e-05 |
| 2,359 |
Consistently Estimating the Selectivity of Conjuncts of Predicates |
2005 |
VLDB |
8.967267e-05 |
| 2,507 |
Auto-Detect: Data-Driven Error Detection in Tables |
2018 |
SIGMOD |
8.6254741e-05 |
| 2,593 |
Answering Queries from Statistics and Probabilistic Views |
2005 |
VLDB |
8.4758322e-05 |
| 2,841 |
Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies |
2009 |
VLDB |
8.0396876e-05 |
| 2,868 |
Designing Succinct Secondary Indexing Mechanism by Exploiting Column Correlations |
2019 |
SIGMOD |
7.9856878e-05 |
| 2,971 |
Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models |
2017 |
VLDB |
7.7935535e-05 |
| 2,996 |
Data Generation for Application-Specific Benchmarking |
2011 |
VLDB |
7.7580926e-05 |
| 3,013 |
Cardinality Estimation Using Sample Views with Quality Assurance |
2007 |
SIGMOD |
7.7082045e-05 |
| 3,213 |
Predicting Cost Amortization for Query Services |
2011 |
SIGMOD |
7.3749055e-05 |
| 3,303 |
SCODED: Statistical Constraint Oriented Data Error Detection |
2020 |
SIGMOD |
7.2438671e-05 |
| 3,473 |
Data Profiling – A Tutorial |
2017 |
SIGMOD |
7.0623537e-05 |
| 3,706 |
Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates |
2019 |
CIDR |
6.8232992e-05 |
| 3,868 |
CORADD: Correlation Aware Database Designer for Materialized Views and Indexes |
2010 |
VLDB |
6.6786821e-05 |
| 3,923 |
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters |
2020 |
VLDB |
6.6232068e-05 |
| 3,924 |
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation |
2021 |
SIGMOD |
6.6227223e-05 |
| 4,022 |
Exploiting Correlations for Expensive Predicate Evaluation |
2015 |
SIGMOD |
6.5185189e-05 |
| 4,129 |
A Statistical Perspective on Discovering Functional Dependencies in Noisy Data |
2020 |
SIGMOD |
6.4208557e-05 |
| 4,491 |
Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data |
2016 |
SIGMOD |
6.137527e-05 |
| 4,502 |
Possible and Certain SQL Keys |
2015 |
VLDB |
6.1322784e-05 |
| 4,565 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.0746821e-05 |
| 4,642 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.0214283e-05 |
| 4,680 |
Scalable Discovery of Unique Column Combinations |
2014 |
VLDB |
5.9964535e-05 |
| 4,890 |
Content-Based Routing: Different Plans for Different Data |
2005 |
VLDB |
5.8477169e-05 |
| 4,911 |
Temporal Rules Discovery for Web Data Cleaning |
2016 |
VLDB |
5.8349225e-05 |
| 5,012 |
Dynamically Optimizing Queries over Large Scale Data Platforms |
2014 |
SIGMOD |
5.7543101e-05 |
| 5,019 |
Automated Statistics Collection in DB2 UDB |
2004 |
VLDB |
5.7492033e-05 |
| 5,062 |
Optimizing Machine Learning Inference Queries with Correlative Proxy Models |
2022 |
VLDB |
5.7172262e-05 |
| 5,096 |
Auto-Transform: Learning-to-Transform by Patterns |
2020 |
VLDB |
5.6960764e-05 |
| 5,506 |
Can Large Language Models Predict Data Correlations from Column Names? |
2023 |
VLDB |
5.4711611e-05 |
| 5,824 |
StatAdvisor: Recommending Statistical Views |
2009 |
VLDB |
5.311975e-05 |
| 6,177 |
Exploiting Soft and Hard Correlations in Big Data Query Optimization |
2016 |
VLDB |
5.1646971e-05 |