Predicting Cost Amortization for Query Services
Summary: Stochastic model for amortizing data-structure costs (views, indexes) across time and multiple query services. Regresses query traffic to feed the amortization; validated within a cloud-DBMS economy model, enabling fast, cheap queries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Verena Kantere (Cyprus University of Technology)
- 2. Debabrata Dash (ArcSight)
- 3. Georgios Gratsias (ELCA Informatique SA)
- 4. Anastasia Ailamaki (EPFL)
BibTeX Citation
@inproceedings{kantere_sigmod11,
title = {{Predicting Cost Amortization for Query Services}},
author = {Kantere, Verena and Dash, Debabrata and Gratsias, Georgios and Ailamaki, Anastasia},
series = {{SIGMOD} '11},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1989323.1989358},
url = {https://dl.acm.org/doi/10.1145/1989323.1989358},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,518 | How to Price Shared Optimizations in the Cloud | 2012 | VLDB | 6.5610867e-05 |
| 9,780 | Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market | 2014 | SIGMOD | 5.129285e-05 |
| 12,540 | COCCUS: Self-Configured Cost-Based Query Services in the Cloud | 2013 | SIGMOD | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 151 | An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server | 1997 | VLDB | 0.00028664776 |
| 160 | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies | 2004 | SIGMOD | 0.00027827605 |
| 1,788 | Plan Selection based on Query Clustering | 2002 | VLDB | 9.6275306e-05 |
| 1,918 | Predictable Performance for Unpredictable Workloads | 2009 | VLDB | 9.375192e-05 |
| 2,025 | Efficient Use of the Query Optimizer for Automated Physical Design | 2007 | VLDB | 9.1650298e-05 |
| 2,326 | Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies | 2009 | VLDB | 8.628257e-05 |
| 3,041 | Configuration-Parametric Query Optimization for Physical Design Tuning | 2008 | SIGMOD | 7.718081e-05 |
| 7,482 | When Database Systems Meet the Grid | 2005 | CIDR | 5.5131551e-05 |
| 8,747 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD | 5.2869282e-05 |
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