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 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,903 | Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service | 2023 | VLDB | 6.3609505e-05 |
| 5,396 | Flexible Resource Allocation for Relational Database-as-a-Service | 2023 | VLDB | 6.1482118e-05 |
| 9,460 | CockroachDB Serverless: Sub-second Scaling from Zero with Multi-region Cluster Virtualization | 2025 | SIGMOD | 5.1725159e-05 |
| 10,126 | Eigen+: Memory Over-Subscription for Alibaba Cloud Databases | 2025 | SIGMOD | 5.0745433e-05 |
| 10,669 | Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases | 2026 | SIGMOD | 4.9769913e-05 |
| 10,958 | Narwhal: Breaking the Local Boundary via Disaggregated Memory Scheduling for Alibaba AnalyticDB | 2026 | VLDB | 4.9769913e-05 |
| 11,504 | Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless | 2024 | SIGMOD | 4.9769913e-05 |
| 11,618 | X-Stor: A Cloud-native NoSQL Database Service with Multi-model Support | 2024 | VLDB | 4.9769913e-05 |
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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 | 0.00017841988 |
| 585 | Workload-Aware Database Monitoring and Consolidation | 2011 | SIGMOD | 0.00015942562 |
| 739 | Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms | 2011 | SIGMOD | 0.00014327549 |
| 893 | Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration | 2011 | VLDB | 0.00013213905 |
| 3,391 | RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters | 2013 | SIGMOD | 7.3462108e-05 |
| 5,767 | Survivability of Cloud Databases - Factors and Prediction | 2018 | SIGMOD | 5.9997338e-05 |
| 6,903 | Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation | 2021 | VLDB | 5.6493582e-05 |
| 11,998 | Toto - Benchmarking the Efficiency of a Cloud Service | 2021 | SIGMOD | 4.9769913e-05 |
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|---|---|---|---|---|
| 1 | 6,758 | Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities | 2022 | SIGMOD |
| 2 | 1,338 | SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service | 2013 | CIDR |
| 3 | 5,090 | Releasing Cloud Databases from the Chains of Performance Prediction Models | 2017 | CIDR |
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| 7 | 10,326 | Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud | 2016 | VLDB |
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