ClouDiA: A Deployment Advisor for Public Clouds
Summary: Deployment advisor for public clouds that minimizes inter-node latency by mapping app nodes to noncontiguous VM instances. Uses mixed-integer programming and constraint programming to minimize max latency or longest critical path, delivering 15–55% faster solution times on EC2 with no code changes. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Tao Zou (Cornell University)
- 2. Ronan Le Bras (Cornell University)
- 3. Marcos Vaz Salles (University of Copenhagen)
- 4. Alan Demers (Cornell University)
- 5. Johannes Gehrke (Cornell University)
BibTeX Citation
@article{zou_vldb13,
title = {{ClouDiA: A Deployment Advisor for Public Clouds}},
author = {Zou, Tao and Le Bras, Ronan and Salles, Marcos Vaz and Demers, Alan and Gehrke, Johannes},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {2},
pages = {121--132},
doi = {10.14778/2535568.2535574},
url = {https://doi.org/10.14778/2535568.2535574},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 156 | An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server | 1997 | VLDB | 0.00028636811 |
| 895 | Runtime Measurements in the Cloud: Observing, Analyzing, and Reducing Variance | 2010 | VLDB | 0.00013357681 |
| 1,257 | Automatic Optimization for MapReduce Programs | 2011 | VLDB | 0.000114432 |
| 4,047 | Behavioral Simulations in MapReduce | 2010 | VLDB | 6.9380465e-05 |
| 5,462 | Extensible Optimization in Overlay Dissemination Trees | 2006 | SIGMOD | 6.2087127e-05 |
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