Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases
Summary: Tempo: robust, self-tuning RM for multi-tenant parallel databases. Declarative performance objectives drive automatic RM configuration with robustness guarantees; experiments on production traces (Facebook, Cloudera) show significant improvements over human-tuned RM settings. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zilong Tan (Duke University)
- 2. Shivnath Babu (Duke University)
BibTeX Citation
@article{tan_vldb16,
title = {{Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases}},
author = {Tan, Zilong and Babu, Shivnath},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {10},
pages = {720--731},
doi = {10.14778/2977797.2977804},
url = {https://doi.org/10.14778/2977797.2977804},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,699 | Black or White? How to Develop an AutoTuner for Memory-based Analytics | 2020 | SIGMOD | 9.8445322e-05 |
| 5,058 | Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing | 2022 | VLDB | 6.2926774e-05 |
| 5,967 | Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems | 2019 | VLDB | 5.9324372e-05 |
| 8,004 | A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning | 2024 | VLDB | 5.4089097e-05 |
| 11,281 | Fair Transaction Processing for Multi-Tenant Databases | 2025 | VLDB | 4.9793485e-05 |
| 12,130 | Automated Performance Management for the Big Data Stack | 2019 | CIDR | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 940 | Starfish: A Self-tuning System for Big Data Analytics | 2011 | CIDR | 0.00012964445 |
| 1,072 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB | 0.00012168947 |
| 1,338 | SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service | 2013 | CIDR | 0.00010979494 |
| 2,228 | Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale | 2014 | VLDB | 8.8020387e-05 |
| 2,283 | CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service | 2014 | VLDB | 8.6961837e-05 |
| 3,693 | Changing the Face of Database Cloud Services with Personalized Service Level Agreements | 2015 | CIDR | 7.093442e-05 |
| 8,323 | A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service | 2013 | SIGMOD | 5.354452e-05 |
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