Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs
Summary: Delphi: self-managing controller for multitenant DBMSs; Pythia learns tenant behavior and packing quality. Delphi detects crises and re-packs tenants to restore SLOs; Pythia yields >92% behavior accuracy and >86% packing accuracy, with 80% latency drop. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Aaron J. Elmore (University of California Santa Barbara)
- 2. Divyakant Agrawal (University of California Santa Barbara)
- 3. Sudipto Das (Microsoft; University of California Santa Barbara)
- 4. Amr El Abbadi (University of California Santa Barbara)
- 5. Alexander Pucher (University of California Santa Barbara)
- 6. Xifeng Yan (University of California Santa Barbara)
BibTeX Citation
@inproceedings{elmore_sigmod13,
title = {{Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs}},
author = {Elmore, Aaron J. and Agrawal, Divyakant and Das, Sudipto and Abbadi, Amr El and Pucher, Alexander and Yan, Xifeng},
series = {{SIGMOD} '13},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2463676.2465308},
url = {https://dl.acm.org/doi/10.1145/2463676.2465308},
year = {2013}
}
Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 585 | Workload-Aware Database Monitoring and Consolidation | 2011 | SIGMOD | 0.00015949541 |
| 629 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.00015429949 |
| 641 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.00015255418 |
| 738 | Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms | 2011 | SIGMOD | 0.00014334201 |
| 2,758 | The Design of the Force.com Multitenant Internet Application Development Platform | 2009 | SIGMOD | 8.0519909e-05 |
| 3,952 | Storage Workload Estimation for Database Management Systems | 2007 | SIGMOD | 6.9034057e-05 |
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