DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud

Summary: Claims VM-based approaches insufficient for cloud DB pricing, tenant isolation, and performance optimization, advocating accurate predictive models of resource use and performance. Introduces DBSeer, a framework with initial predictors for OLTP/Web workloads that drive pricing, isolation and optimization decisions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 204
Venue: CIDR
Year: 2013
Pagerank: 6.9666198e-05
Overall Rank: 4,000 | 72.56%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Barzan Mozafari (Massachusetts Institute of Technology)
2. Carlo Curino (Microsoft)
3. Samuel Madden (Massachusetts Institute of Technology)

BibTeX Citation

@inproceedings{mozafari_cidr13,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '13},
        title = {{DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Mozafari, Barzan and Curino, Carlo and Madden, Samuel},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
772	VerdictDB: Universalizing Approximate Query Processing	2018	SIGMOD	0.00014147905
798	DBSherlock: A Performance Diagnostic Tool for Transactional Databases	2016	SIGMOD	0.00013919795
1,931	Performance and Resource Modeling in Highly-Concurrent OLTP Workloads	2013	SIGMOD	9.4664741e-05
3,080	Distributed Lock Management with RDMA: Decentralization without Starvation	2018	SIGMOD	7.7746739e-05
3,802	Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines	2020	VLDB	7.1115502e-05
4,085	Deployment of Query Plans on Multicores	2015	VLDB	6.9149518e-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
5,906	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
7,434	Database Isolation By Scheduling	2021	VLDB	5.619487e-05
9,016	DBSeer: Pain-free Database Administration through Workload Intelligence	2015	VLDB	5.3312701e-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
12,084	Towards Systematic Data Center Design	2015	CIDR	5.093636e-05
12,215	Towards Building Wind Tunnels for Data Center Design	2014	VLDB	5.093636e-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
584	Workload-Aware Database Monitoring and Consolidation	2011	SIGMOD	0.00016139925
624	Performance Prediction for Concurrent Database Workloads	2011	SIGMOD	0.00015683402
641	Relational Cloud: A Database-as-a-Service for the Cloud	2011	CIDR	0.00015400863
1,931	Performance and Resource Modeling in Highly-Concurrent OLTP Workloads	2013	SIGMOD	9.4664741e-05
2,091	iCBS: Incremental Cost-based Scheduling under Piecewise Linear SLAs	2011	VLDB	9.1867579e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	7,901	Cloud Databases: New Techniques, Challenges, and Opportunities	2022	VLDB
2	9,728	Towards Database Virtualization for Database as a Service	2013	VLDB
3	7,589	Cost-Intelligent Data Analytics in the Cloud	2024	CIDR
4	641	Relational Cloud: A Database-as-a-Service for the Cloud	2011	CIDR
5	1,092	Automated Demand-driven Resource Scaling in Relational Database-as-a-Service	2016	SIGMOD
6	2,499	Learning a Partitioning Advisor for Cloud Databases	2020	SIGMOD
7	2,958	WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases	2016	VLDB
8	4,987	Releasing Cloud Databases from the Chains of Performance Prediction Models	2017	CIDR
9	1,931	Performance and Resource Modeling in Highly-Concurrent OLTP Workloads	2013	SIGMOD
10	9,016	DBSeer: Pain-free Database Administration through Workload Intelligence	2015	VLDB