DBScholar

Back to papers

Performance and Resource Modeling in Highly-Concurrent OLTP Workloads

Summary: DBSeer: a statistical model for highly concurrent OLTP. Trained on small operation logs, it predicts per-transaction resource use, bottlenecks, and throughput across load levels; validated on MySQL/Linux with TPC-C and Wikipedia data, achieving a few-percent accuracy. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4817
Venue
SIGMOD
Year
2013
Pagerank
9.4664741e-05
Overall Rank
1,931 | 86.76%
DOI
10.1145/2463676.2467800

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{mozafari_sigmod13,
        title = {{Performance and Resource Modeling in Highly-Concurrent OLTP Workloads}},
        author = {Mozafari, Barzan and Curino, Carlo and Jindal, Alekh and Madden, Samuel},
        series = {{SIGMOD} '13},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2463676.2467800},
        url = {https://dl.acm.org/doi/10.1145/2463676.2467800},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
234 Self-Driving Database Management Systems 2017 CIDR 0.00023810722
461 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00018068441
772 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014147905
798 DBSherlock: A Performance Diagnostic Tool for Transactional Databases 2016 SIGMOD 0.00013919795
1,092 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012221946
1,949 Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases 2020 VLDB 9.430385e-05
3,080 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.7746739e-05
3,218 Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions 2014 VLDB 7.6312132e-05
3,236 Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service 2015 VLDB 7.6108467e-05
3,586 Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation 2021 VLDB 7.2834069e-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
4,398 Real-time Workload Pattern Analysis for Large-scale Cloud Databases 2023 VLDB 6.7248611e-05
4,816 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.4949878e-05
5,023 DBPA: A Benchmark for Transactional Database Performance Anomalies 2023 SIGMOD 6.3979497e-05
5,222 CliffGuard: A Principled Framework for Finding Robust Database Designs 2015 SIGMOD 6.3103741e-05
5,681 Survivability of Cloud Databases - Factors and Prediction 2018 SIGMOD 6.1237253e-05
5,906 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 6.0457047e-05
6,361 Contention-Aware Lock Scheduling for Transactional Databases 2018 VLDB 5.9009048e-05
7,755 Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD 2024 VLDB 5.5519655e-05
7,785 Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems 2022 SIGMOD 5.5450355e-05
8,910 Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud 2024 SIGMOD 5.3483178e-05
9,016 DBSeer: Pain-free Database Administration through Workload Intelligence 2015 VLDB 5.3312701e-05
9,536 Database Gyms 2023 CIDR 5.2529727e-05
10,098 Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud 2016 VLDB 5.1498503e-05
11,916 Demonstration of VerdictDB, the Platform-Independent AQP System 2018 SIGMOD 5.093636e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
164 The Dangers of Replication and a Solution 1996 SIGMOD 0.00027698879
584 Workload-Aware Database Monitoring and Consolidation 2011 SIGMOD 0.00016139925
624 Performance Prediction for Concurrent Database Workloads 2011 SIGMOD 0.00015683402
1,660 A Mean Value Performance Model for Locking in Databases: The Waiting Case 1984 PODS 0.00010079249
4,000 DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud 2013 CIDR 6.9666198e-05
4,570 Update Rewriting and Integrity Constraint Maintenance in a Schema Evolution Support System: PRISM++ 2011 VLDB 6.6253573e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 682 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB
2 226 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB
3 3,837 Database Buffer Size Investigation for OLTP Workloads 1997 SIGMOD
4 3,482 Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads 2013 VLDB
5 9,517 Are Database System Researchers Making Correct Assumptions About Transaction Workloads? 2025 SIGMOD
6 624 Performance Prediction for Concurrent Database Workloads 2011 SIGMOD
7 1,831 On Predictive Modeling for Optimizing Transaction Execution in Parallel OLTP Systems 2012 VLDB
8 798 DBSherlock: A Performance Diagnostic Tool for Transactional Databases 2016 SIGMOD
9 9,016 DBSeer: Pain-free Database Administration through Workload Intelligence 2015 VLDB
10 4,000 DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud 2013 CIDR