Tenant Placement in Over-subscribed Database-as-a-Service Clusters
Summary: Uses historical tenant demand traces to estimate resource shortage risk in oversubscribed multi-tenant DBaaS clusters. Demonstrated in Service Fabric with Azure SQL DB traces, beating prior approaches. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arnd Christian König (Microsoft)
- 2. Yi Shan (Microsoft)
- 3. Tobias Ziegler (Technical University of Darmstadt)
- 4. Aarati Kakaraparthy (University of Wisconsin)
- 5. Willis Lang (Microsoft)
- 6. Justin Moeller (Microsoft)
- 7. Ajay Kalhan (Microsoft)
- 8. Vivek Narasayya (Microsoft)
BibTeX Citation
@article{konig_vldb22,
title = {{Tenant Placement in Over-subscribed Database-as-a-Service Clusters}},
author = {König, Arnd Christian and Shan, Yi and Ziegler, Tobias and Kakaraparthy, Aarati and Lang, Willis and Moeller, Justin and Kalhan, Ajay and Narasayya, Vivek},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {11},
pages = {2559--2571},
doi = {10.14778/3551793.3551814},
url = {https://doi.org/10.14778/3551793.3551814},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,355 | Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service | 2023 | VLDB | 6.2500992e-05 |
| 5,591 | Flexible Resource Allocation for Relational Database-as-a-Service | 2023 | VLDB | 6.1556906e-05 |
| 9,943 | Eigen+: Memory Over-Subscription for Alibaba Cloud Databases | 2025 | SIGMOD | 5.1915905e-05 |
| 10,471 | Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases | 2026 | SIGMOD | 5.093636e-05 |
| 10,689 | CockroachDB Serverless: Sub-second Scaling from Zero with Multi-region Cluster Virtualization | 2025 | SIGMOD | 5.093636e-05 |
| 11,150 | Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless | 2024 | SIGMOD | 5.093636e-05 |
| 11,289 | X-Stor: A Cloud-native NoSQL Database Service with Multi-model Support | 2024 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 461 | Query-based Workload Forecasting for Self-Driving Database Management Systems | 2018 | SIGMOD | 0.00018068441 |
| 584 | Workload-Aware Database Monitoring and Consolidation | 2011 | SIGMOD | 0.00016139925 |
| 741 | Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms | 2011 | SIGMOD | 0.00014442062 |
| 902 | Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration | 2011 | VLDB | 0.00013328979 |
| 3,373 | RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters | 2013 | SIGMOD | 7.4671258e-05 |
| 5,681 | Survivability of Cloud Databases - Factors and Prediction | 2018 | SIGMOD | 6.1237253e-05 |
| 6,781 | Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation | 2021 | VLDB | 5.7764885e-05 |
| 11,685 | Toto - Benchmarking the Efficiency of a Cloud Service | 2021 | SIGMOD | 5.093636e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,939 | Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities | 2022 | SIGMOD |
| 2 | 4,987 | Releasing Cloud Databases from the Chains of Performance Prediction Models | 2017 | CIDR |
| 3 | 1,335 | SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service | 2013 | CIDR |
| 4 | 11,150 | Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless | 2024 | SIGMOD |
| 5 | 2,381 | CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service | 2014 | VLDB |
| 6 | 3,373 | RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters | 2013 | SIGMOD |
| 7 | 10,098 | Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud | 2016 | VLDB |
| 8 | 1,092 | Automated Demand-driven Resource Scaling in Relational Database-as-a-Service | 2016 | SIGMOD |
| 9 | 5,355 | Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service | 2023 | VLDB |
| 10 | 5,591 | Flexible Resource Allocation for Relational Database-as-a-Service | 2023 | VLDB |