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
- 2. Shivnath Babu
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,902 | Black or White? How to Develop an AutoTuner for Memory-based Analytics | 2020 | SIGMOD | 0.00010157713 |
| 5,368 | Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing | 2022 | VLDB | 5.5457532e-05 |
| 6,268 | Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems | 2019 | VLDB | 5.133857e-05 |
| 8,617 | A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning | 2024 | VLDB | 4.4846425e-05 |
| 10,625 | Fair Transaction Processing for Multi-Tenant Databases | 2025 | VLDB | 4.1945683e-05 |
| 11,635 | Automated Performance Management for the Big Data Stack | 2019 | CIDR | 4.1945683e-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 |
|---|---|---|---|---|
| 979 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB | 0.0001488055 |
| 1,071 | Starfish: A Self-tuning System for Big Data Analytics | 2011 | CIDR | 0.00014312777 |
| 1,385 | SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service | 2013 | CIDR | 0.00012261812 |
| 1,684 | Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale | 2014 | VLDB | 0.0001091857 |
| 2,731 | CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service | 2014 | VLDB | 8.2108797e-05 |
| 3,809 | Changing the Face of Database Cloud Services with Personalized Service Level Agreements | 2015 | CIDR | 6.7409982e-05 |
| 8,030 | A Demonstration of SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service | 2013 | SIGMOD | 4.602776e-05 |
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