Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads

Summary: Analytic framework for predicting query time under dynamic concurrency; uses optimizer cost model to estimate pipeline I/O and CPU. Merges I/O/CPU requests with queueing and buffer-pool models to predict total running time; ML baselines competitive. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10753
Venue: VLDB
Year: 2013
Pagerank: 6.4603918e-05
Overall Rank: 4,088 | 71.57%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
884	Plan-Structured Deep Neural Network Models for Query Performance Prediction	2019	VLDB	0.00015654004
1,758	Sampling-Based Query Re-Optimization	2016	SIGMOD	0.00010655546
3,269	iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases	2019	VLDB	7.2998062e-05
3,580	Query Performance Prediction for Concurrent Queries using Graph Embedding	2020	VLDB	6.9500996e-05
4,152	openGauss: An Autonomous Database System	2021	VLDB	6.4060406e-05
4,590	MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems	2021	SIGMOD	6.0620053e-05
6,278	Uncertainty Aware Query Execution Time Prediction	2014	VLDB	5.1309442e-05
6,345	Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics	2016	SIGMOD	5.1023048e-05
7,296	Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities	2022	SIGMOD	4.7723197e-05
7,388	Distribution-Based Query Scheduling	2013	VLDB	4.7437725e-05
7,913	Resource Bricolage for Parallel Database Systems	2015	VLDB	4.6180739e-05
8,127	Robust Query Processing: Mission Possible	2020	VLDB	4.579056e-05
8,956	T3: Accurate and Fast Performance Prediction for Relational Database Systems With Compiled Decision Trees	2025	SIGMOD	4.4214154e-05
9,203	Intelligent Automated Workload Analysis for Database Replatforming	2022	SIGMOD	4.3740313e-05
9,464	Memory Efficient Scheduling of Query Pipeline Execution	2022	CIDR	4.3355852e-05
9,929	Wred: Workload Reduction for Scalable Index Tuning	2024	SIGMOD	4.2510122e-05
9,930	Wii: Dynamic Budget Reallocation In Index Tuning	2024	SIGMOD	4.2510122e-05
10,125	Understanding and Detecting Query Performance Regression in Practical Index Tuning: [Experiments & Analysis]	2026	SIGMOD	4.1945683e-05
10,543	Esc: An Early-Stopping Checker for Budget-aware Index Tuning	2025	VLDB	4.1945683e-05
10,564	PlanRGCN: Predicting SPARQL Query Performance	2025	VLDB	4.1945683e-05
10,726	Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
718	Performance Prediction for Concurrent Database Workloads	2011	SIGMOD	0.0001763106
1,019	Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques	2012	VLDB	0.00014625603
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
4,358	Buffer Pool Aware Query Optimization	2005	CIDR	6.2571485e-05

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Overall Rank	Paper	Year	Venue	Pagerank
5,676	Efficient and Accurate Cost Models for Parallel Query Optimization	1996	PODS	5.376109e-05
10,726	Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries	2025	VLDB	4.1945683e-05
6,278	Uncertainty Aware Query Execution Time Prediction	2014	VLDB	5.1309442e-05
5,212	Self-Tuning Query Scheduling for Analytical Workloads	2021	SIGMOD	5.6262923e-05
5,473	Facilitating SQL Query Composition and Analysis	2020	SIGMOD	5.4885366e-05
12,989	An Analytical Method for Estimating and Interpreting Query Time	1987	VLDB	4.1945683e-05
438	Query Optimization for Parallel Execution	1992	SIGMOD	0.00023199245
3,580	Query Performance Prediction for Concurrent Queries using Graph Embedding	2020	VLDB	6.9500996e-05
11,155	Predicting Query Execution time for JIT Compiled Database Engines	2023	CIDR	4.1945683e-05
718	Performance Prediction for Concurrent Database Workloads	2011	SIGMOD	0.0001763106