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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
4395
Venue
SIGMOD
Year
2011
Pagerank
0.00017623897
Overall Rank
716 | 95.03%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
876 Plan-Structured Deep Neural Network Models for Query Performance Prediction 2019 VLDB 0.00015660534
1,017 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB 0.00014627121
1,321 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012605455
1,856 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00010319105
2,154 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2018 VLDB 9.4176683e-05
2,222 SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning 2019 SIGMOD 9.2598438e-05
2,239 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.2163469e-05
3,222 WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases 2016 VLDB 7.3531422e-05
3,431 Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service 2015 VLDB 7.0984188e-05
3,484 Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs 2013 SIGMOD 7.0481876e-05
3,550 Parallel Analytics as a Service 2013 SIGMOD 6.9785983e-05
3,580 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 6.9460425e-05
3,730 RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters 2013 SIGMOD 6.8074151e-05
4,003 DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud 2013 CIDR 6.5406297e-05
4,075 Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads 2013 VLDB 6.4699689e-05
4,151 openGauss: An Autonomous Database System 2021 VLDB 6.4020605e-05
4,587 MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems 2021 SIGMOD 6.0594195e-05
4,966 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 5.7949047e-05
5,699 PREDIcT: Towards Predicting the Runtime of Large Scale Iterative Analytics 2013 VLDB 5.3655096e-05
5,729 Survivability of Cloud Databases - Factors and Prediction 2018 SIGMOD 5.3499416e-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
6,437 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.0554119e-05
6,478 A Statistical Approach Towards Robust Progress Estimation 2012 VLDB 5.040535e-05
6,687 How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks 2025 SIGMOD 4.957987e-05
7,291 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7677422e-05
7,378 Distribution-Based Query Scheduling 2013 VLDB 4.7428007e-05
7,914 Resource Bricolage for Parallel Database Systems 2015 VLDB 4.6136905e-05
8,660 Learned Offline Query Planning via Bayesian Optimization 2025 SIGMOD 4.4680058e-05
9,612 Workload-Aware CPU Performance Scaling for Transactional Database Systems 2018 SIGMOD 4.3136057e-05
9,948 Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud 2016 VLDB 4.2391069e-05
10,573 PlanRGCN: Predicting SPARQL Query Performance 2025 VLDB 4.1905499e-05
10,733 Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries 2025 VLDB 4.1905499e-05
12,067 Workload Management for Big Data Analytics 2013 SIGMOD 4.1905499e-05
13,380 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
1,229 Toward a Progress Indicator for Database Queries 2004 SIGMOD 0.00013153898
1,509 Estimating Progress of Execution for SQL Queries 2004 SIGMOD 0.0001158945
1,768 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
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