How to Price Shared Optimizations in the Cloud
Summary: Mechanism-design framework for pricing shared indexes/materialized views among strategic tenants, using Shapley values for additive, online, and substitutive optimizations. Mechanisms ensure truthful valuation and cost recovery, outperforming regret-based pricing in utility. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Prasang Upadhyaya (University of Washington)
- 2. Magdalena Balazinska (University of Washington)
- 3. Dan Suciu (University of Washington)
BibTeX Citation
@article{upadhyaya_vldb12,
title = {{How to Price Shared Optimizations in the Cloud}},
author = {Upadhyaya, Prasang and Balazinska, Magdalena and Suciu, Dan},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {6},
pages = {562--573},
doi = {10.14778/2211940.2211948},
url = {https://doi.org/10.14778/2211940.2211948},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,066 | Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | 2019 | VLDB | 0.00012333161 |
| 2,719 | Toward Practical Query Pricing with QueryMarket | 2013 | SIGMOD | 8.209612e-05 |
| 8,250 | P-Shapley: Shapley Values on Probabilistic Classifiers | 2024 | VLDB | 5.4574671e-05 |
| 9,598 | Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market | 2014 | SIGMOD | 5.2494989e-05 |
| 12,243 | COCCUS: Self-Configured Cost-Based Query Services in the Cloud | 2013 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,176 | Predicting Cost Amortization for Query Services | 2011 | SIGMOD | 6.3326746e-05 |
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