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Performance Prediction for Concurrent Database Workloads

Summary: Models concurrency impact on analytic workloads via profiling, pairwise interference, and sampling to predict contention. Introduces a scalar disk+memory contention metric and timelines of interactions; evaluated on PostgreSQL/TPC-H with ~20% latency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4456
Venue
SIGMOD
Year
2011
Pagerank
0.00015683402
Overall Rank
624 | 95.73%
DOI
10.1145/1989323.1989359

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{duggan_sigmod11,
        title = {{Performance Prediction for Concurrent Database Workloads}},
        author = {Duggan, Jennie and Cetintemel, Ugur and Papaemmanouil, Olga and Upfal, Eli},
        series = {{SIGMOD} '11},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1989323.1989359},
        url = {https://dl.acm.org/doi/10.1145/1989323.1989359},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
563 Plan-Structured Deep Neural Network Models for Query Performance Prediction 2019 VLDB 0.0001650812
682 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB 0.00015014887
1,092 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012221946
1,279 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00011361878
1,712 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 9.9492299e-05
1,815 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2018 VLDB 9.6894541e-05
1,931 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.4664741e-05
2,812 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 8.0979597e-05
2,958 WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases 2016 VLDB 7.9197796e-05
3,236 Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service 2015 VLDB 7.6108467e-05
3,259 Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs 2013 SIGMOD 7.5892257e-05
3,373 RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters 2013 SIGMOD 7.4671258e-05
3,482 Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads 2013 VLDB 7.3751635e-05
3,662 openGauss: An Autonomous Database System 2021 VLDB 7.2166682e-05
3,961 MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems 2021 SIGMOD 6.987575e-05
4,000 DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud 2013 CIDR 6.9666198e-05
4,096 Parallel Analytics as a Service 2013 SIGMOD 6.9057396e-05
4,987 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 6.4112736e-05
5,287 PREDIcT: Towards Predicting the Runtime of Large Scale Iterative Analytics 2013 VLDB 6.2815429e-05
5,537 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.1820087e-05
5,681 Survivability of Cloud Databases - Factors and Prediction 2018 SIGMOD 6.1237253e-05
6,088 How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks 2025 SIGMOD 5.9813965e-05
6,138 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.9640712e-05
6,333 A Statistical Approach Towards Robust Progress Estimation 2012 VLDB 5.9094287e-05
6,477 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.8682525e-05
6,939 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.7338637e-05
7,149 Distribution-Based Query Scheduling 2013 VLDB 5.6878283e-05
7,822 Resource Bricolage for Parallel Database Systems 2015 VLDB 5.5371287e-05
8,163 Learned Offline Query Planning via Bayesian Optimization 2025 SIGMOD 5.4751517e-05
9,746 Workload-Aware CPU Performance Scaling for Transactional Database Systems 2018 SIGMOD 5.227679e-05
10,098 Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud 2016 VLDB 5.1498503e-05
10,830 PlanRGCN: Predicting SPARQL Query Performance 2025 VLDB 5.093636e-05
10,969 Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries 2025 VLDB 5.093636e-05
12,257 Workload Management for Big Data Analytics 2013 SIGMOD 5.093636e-05
13,568 XCloud: Extensible Performance Management for Cloud Data Services 2015 CIDR -
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,143 Toward a Progress Indicator for Database Queries 2004 SIGMOD 0.00011999403
1,562 Estimating Progress of Execution for SQL Queries 2004 SIGMOD 0.00010354429
1,665 ParaTimer: A Progress Indicator for MapReduce DAGs 2010 SIGMOD 0.00010069173
2,270 When Can We Trust Progress Estimators for SQL Queries? 2005 SIGMOD 8.8310714e-05
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