A Statistical Approach Towards Robust Progress Estimation
Summary: Statistical estimator-selection for robust SQL progress estimation across diverse queries; reduces brittleness of estimators. Introduces special-purpose estimators; shows generalization to unseen workloads; validated on industrial benchmarks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,844 | MIFO: A Query-Semantic Aware Resource Allocation Policy | 2019 | SIGMOD | 5.3030037e-05 |
| 6,345 | Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics | 2016 | SIGMOD | 5.1023048e-05 |
| 7,913 | Resource Bricolage for Parallel Database Systems | 2015 | VLDB | 4.6180739e-05 |
| 9,006 | Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems | 2024 | VLDB | 4.4101482e-05 |
| 12,059 | Workload Management for Big Data Analytics | 2013 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 661 | Database Tuning Advisor for Microsoft SQL Server 2005 | 2004 | VLDB | 0.00018481174 |
| 718 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.0001763106 |
| 1,228 | Toward a Progress Indicator for Database Queries | 2004 | SIGMOD | 0.00013164884 |
| 1,512 | Estimating Progress of Execution for SQL Queries | 2004 | SIGMOD | 0.00011597041 |
| 1,582 | Execution Strategies for SQL Subqueries | 2007 | SIGMOD | 0.00011265079 |
| 1,770 | ParaTimer: A Progress Indicator for MapReduce DAGs | 2010 | SIGMOD | 0.00010618229 |
| 2,111 | When Can We Trust Progress Estimators for SQL Queries? | 2005 | SIGMOD | 9.5286436e-05 |
| 7,604 | ConEx: A System for Monitoring Queries | 2007 | SIGMOD | 4.6980644e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,465 | Non-Invasive Progressive Optimization for In-Memory Databases | 2016 | VLDB | 4.7228742e-05 |
| 92 | Practical Selectivity Estimation through Adaptive Sampling | 1990 | SIGMOD | 0.00051315959 |
| 39 | Statistical Estimators for Relational Algebra Expressions | 1988 | PODS | 0.00074745564 |
| 10,627 | Robust Plan Evaluation based on Approximate Probabilistic Machine Learning | 2025 | VLDB | 4.1945683e-05 |
| 2,808 | A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries | 2001 | SIGMOD | 8.0870741e-05 |
| 6,763 | Robustness Metrics for Relational Query Execution Plans | 2018 | VLDB | 4.9338479e-05 |
| 684 | Towards a Robust Query Optimizer: A Principled and Practical Approach | 2005 | SIGMOD | 0.00018179769 |
| 1,512 | Estimating Progress of Execution for SQL Queries | 2004 | SIGMOD | 0.00011597041 |
| 1,019 | Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques | 2012 | VLDB | 0.00014625603 |
| 2,111 | When Can We Trust Progress Estimators for SQL Queries? | 2005 | SIGMOD | 9.5286436e-05 |