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Toward a Progress Indicator for Database Queries

Summary: Proposes progress indicators for long-running SQL queries in RDBMS, addressing user-facing estimation challenges. Presents a technique suite enabling a simple yet useful progress indicator for many queries, with an initial PostgreSQL implementation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3569
Venue
SIGMOD
Year
2004
Pagerank
0.00013153898
Overall Rank
1,229 | 91.47%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
716 Performance Prediction for Concurrent Database Workloads 2011 SIGMOD 0.00017623897
876 Plan-Structured Deep Neural Network Models for Query Performance Prediction 2019 VLDB 0.00015660534
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
2,502 Efficient Skyline Computation over Low-Cardinality Domains 2007 VLDB 8.631993e-05
3,128 Dynamic Workload Management for Very Large Data Warehouses – Juggling Feathers and Bowling Balls 2007 VLDB 7.5192383e-05
3,471 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.0628019e-05
3,623 Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings 2020 SIGMOD 6.9017341e-05
4,075 Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads 2013 VLDB 6.4699689e-05
4,152 Query Suspend and Resume 2007 SIGMOD 6.4009383e-05
5,547 Supporting Time-Constrained SQL Queries in Oracle 2007 VLDB 5.4452585e-05
5,846 Efficient Detection of Empty-Result Queries 2006 VLDB 5.3052255e-05
5,855 MIFO: A Query-Semantic Aware Resource Allocation Policy 2019 SIGMOD 5.297903e-05
5,916 Early Hash Join: A Configurable Algorithm for the Efficient and Early Production of Join Results 2005 VLDB 5.269117e-05
6,277 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 5.1260947e-05
6,341 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.0980049e-05
6,478 A Statistical Approach Towards Robust Progress Estimation 2012 VLDB 5.040535e-05
6,544 Properties of Inconsistency Measures for Databases 2021 SIGMOD 5.013741e-05
7,084 Stop-and-Restart Style Execution for Long Running Decision Support Queries 2007 VLDB 4.8330538e-05
7,291 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7677422e-05
7,606 ConEx: A System for Monitoring Queries 2007 SIGMOD 4.693557e-05
7,914 Resource Bricolage for Parallel Database Systems 2015 VLDB 4.6136905e-05
8,398 Toward Progress Indicators on Steroids for Big Data Systems 2013 CIDR 4.5207516e-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
9,289 MCC-DB: Minimizing Cache Conflicts in Multi-core Processors for Databases 2009 VLDB 4.3585828e-05
10,501 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
14 Online Aggregation 1997 SIGMOD 0.0010813443
181 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00036970794
216 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00033560137
221 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00033182072
342 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00026836424
512 STHoles: A Multidimensional Workload-Aware Histogram 2001 SIGMOD 0.00021385343
527 Self-tuning Histograms: Building Histograms Without Looking at Data 1999 SIGMOD 0.00020862475
1,674 Scheduling Problems in Parallel Query Optimization 1995 PODS 0.00010939926
4,390 Estimating Compilation Time of a Query Optimizer 2003 SIGMOD 6.2193128e-05
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