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 |
|---|---|---|---|---|
| 5,855 | MIFO: A Query-Semantic Aware Resource Allocation Policy | 2019 | SIGMOD | 5.297903e-05 |
| 6,341 | Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics | 2016 | SIGMOD | 5.0980049e-05 |
| 7,914 | Resource Bricolage for Parallel Database Systems | 2015 | VLDB | 4.6136905e-05 |
| 9,012 | Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems | 2024 | VLDB | 4.4059413e-05 |
| 12,067 | Workload Management for Big Data Analytics | 2013 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 662 | Database Tuning Advisor for Microsoft SQL Server 2005 | 2004 | VLDB | 0.00018478597 |
| 716 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.00017623897 |
| 1,229 | Toward a Progress Indicator for Database Queries | 2004 | SIGMOD | 0.00013153898 |
| 1,509 | Estimating Progress of Execution for SQL Queries | 2004 | SIGMOD | 0.0001158945 |
| 1,581 | Execution Strategies for SQL Subqueries | 2007 | SIGMOD | 0.00011262795 |
| 1,768 | ParaTimer: A Progress Indicator for MapReduce DAGs | 2010 | SIGMOD | 0.00010608933 |
| 2,113 | When Can We Trust Progress Estimators for SQL Queries? | 2005 | SIGMOD | 9.5207583e-05 |
| 7,606 | ConEx: A System for Monitoring Queries | 2007 | SIGMOD | 4.693557e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,462 | Non-Invasive Progressive Optimization for In-Memory Databases | 2016 | VLDB | 4.7189301e-05 |
| 92 | Practical Selectivity Estimation through Adaptive Sampling | 1990 | SIGMOD | 0.00051431888 |
| 37 | Statistical Estimators for Relational Algebra Expressions | 1988 | PODS | 0.00075597514 |
| 10,635 | Robust Plan Evaluation based on Approximate Probabilistic Machine Learning | 2025 | VLDB | 4.1905499e-05 |
| 2,813 | A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries | 2001 | SIGMOD | 8.0816314e-05 |
| 6,763 | Robustness Metrics for Relational Query Execution Plans | 2018 | VLDB | 4.9291549e-05 |
| 680 | Towards a Robust Query Optimizer: A Principled and Practical Approach | 2005 | SIGMOD | 0.00018193263 |
| 1,509 | Estimating Progress of Execution for SQL Queries | 2004 | SIGMOD | 0.0001158945 |
| 1,017 | Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques | 2012 | VLDB | 0.00014627121 |
| 2,113 | When Can We Trust Progress Estimators for SQL Queries? | 2005 | SIGMOD | 9.5207583e-05 |