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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
4393
Venue
SIGMOD
Year
2011
Pagerank
0.00019886777
Overall Rank
573 | 96.02%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
371 Self-Driving Database Management Systems 2017 CIDR 0.00025382677
1,017 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB 0.00014627121
1,091 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00014133147
1,321 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012605455
1,387 SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 CIDR 0.00012249858
2,239 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.2163469e-05
2,750 CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service 2014 VLDB 8.1788028e-05
3,466 AI Meets Database: AI4DB and DB4AI 2021 SIGMOD 7.0645718e-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
3,650 Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions 2014 VLDB 6.8746996e-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
4,659 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 6.0076537e-05
4,966 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 5.7949047e-05
6,066 Flexible Resource Allocation for Relational Database-as-a-Service 2023 VLDB 5.225259e-05
6,437 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.0554119e-05
6,702 Tenant Placement in Over-subscribed Database-as-a-Service Clusters 2022 VLDB 4.9518701e-05
7,044 Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation 2021 VLDB 4.8475963e-05
7,132 Incremental Elasticity For Array Databases 2014 SIGMOD 4.817779e-05
7,291 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7677422e-05
7,623 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 4.6890662e-05
7,690 ROBUS: Fair Cache Allocation for Data-parallel Workloads 2017 SIGMOD 4.6723821e-05
8,031 A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 SIGMOD 4.5983687e-05
8,735 Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud 2024 SIGMOD 4.4520434e-05
8,795 Resource-Adaptive Query Execution with Paged Memory Management 2025 CIDR 4.4446768e-05
8,804 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 4.4424232e-05
9,948 Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud 2016 VLDB 4.2391069e-05
9,958 Re-evaluating Designs for Multi-Tenant OLTP Workloads on SSD-based I/O Subsystems 2014 SIGMOD 4.2323889e-05
10,411 ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments 2025 SIGMOD 4.1905499e-05
11,915 Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach 2015 SIGMOD 4.1905499e-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
664 Relational Cloud: A Database-as-a-Service for the Cloud 2011 CIDR 0.0001846313
769 Multi-Dimensional Database Allocation for Parallel Data Warehouses 2000 VLDB 0.00016862794
886 Automatic Virtual Machine Configuration for Database Workloads 2008 SIGMOD 0.00015563003
1,215 Multi-Tenant Databases for Software as a Service: Schema-Mapping Techniques 2008 SIGMOD 0.00013242358
2,483 Energy Efficiency: The New Holy Grail of Data Management Systems Research 2009 CIDR 8.6765914e-05
3,376 Storage Workload Estimation for Database Management Systems 2007 SIGMOD 7.1621421e-05
Previous Page 1 / 1 Next

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9,598 Towards Database Virtualization for Database as a Service 2013 VLDB 4.315027e-05
9,720 Adaptive Energy-Control for In-Memory Database Systems 2018 SIGMOD 4.2924268e-05
1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
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2,239 Performance and Resource Modeling in Highly-Concurrent OLTP Workloads 2013 SIGMOD 9.2163469e-05
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