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Workload-Aware Database Monitoring and Consolidation

Summary: Kairos is a workload-aware database consolidation system modeling hardware needs and predicting resources. Optimizes nonlinear optimization to minimize servers with balanced load, beating VM consolidation up to 12x and reducing deployments by 5.5x–17x. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4454
Venue
SIGMOD
Year
2011
Pagerank
0.00016139925
Overall Rank
584 | 96.00%
DOI
10.1145/1989323.1989357

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{curino_sigmod11,
        title = {{Workload-Aware Database Monitoring and Consolidation}},
        author = {Curino, Carlo and Jones, Evan P. C. and Madden, Samuel and Balakrishnan, Hari},
        series = {{SIGMOD} '11},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1989323.1989357},
        url = {https://dl.acm.org/doi/10.1145/1989323.1989357},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
234 Self-Driving Database Management Systems 2017 CIDR 0.00023810722
682 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB 0.00015014887
887 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013403455
1,092 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012221946
1,335 SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 CIDR 0.00011122853
1,931 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.4664741e-05
2,381 CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service 2014 VLDB 8.6607625e-05
2,888 AI Meets Database: AI4DB and DB4AI 2021 SIGMOD 7.9941489e-05
3,218 Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions 2014 VLDB 7.6312132e-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
3,758 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1471346e-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
5,591 Flexible Resource Allocation for Relational Database-as-a-Service 2023 VLDB 6.1556906e-05
6,477 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.8682525e-05
6,518 Tenant Placement in Over-subscribed Database-as-a-Service Clusters 2022 VLDB 5.8538324e-05
6,781 Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation 2021 VLDB 5.7764885e-05
6,831 Incremental Elasticity For Array Databases 2014 SIGMOD 5.7599208e-05
6,843 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 5.7573899e-05
6,939 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.7338637e-05
7,673 ROBUS: Fair Cache Allocation for Data-parallel Workloads 2017 SIGMOD 5.5705944e-05
8,157 A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 SIGMOD 5.4764953e-05
8,811 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 5.3652966e-05
8,818 Resource-Adaptive Query Execution with Paged Memory Management 2025 CIDR 5.3637177e-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
10,098 Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud 2016 VLDB 5.1498503e-05
10,107 Re-evaluating Designs for Multi-Tenant OLTP Workloads on SSD-based I/O Subsystems 2014 SIGMOD 5.1435736e-05
10,686 ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments 2025 SIGMOD 5.093636e-05
12,106 Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach 2015 SIGMOD 5.093636e-05
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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
641 Relational Cloud: A Database-as-a-Service for the Cloud 2011 CIDR 0.00015400863
861 Automatic Virtual Machine Configuration for Database Workloads 2008 SIGMOD 0.00013543212
995 Multi-Dimensional Database Allocation for Parallel Data Warehouses 2000 VLDB 0.00012758724
1,477 Multi-Tenant Databases for Software as a Service: Schema-Mapping Techniques 2008 SIGMOD 0.00010654969
2,682 Energy Efficiency: The New Holy Grail of Data Management Systems Research 2009 CIDR 8.2625371e-05
3,891 Storage Workload Estimation for Database Management Systems 2007 SIGMOD 7.0432571e-05
Previous Page 1 / 1 Next

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4 9,858 Adaptive Energy-Control for In-Memory Database Systems 2018 SIGMOD
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