Optimal Probabilistic Cache Stampede Prevention
Summary: Models cache stampede prevention as probabilistic early expiration and derives theoretically optimal regeneration policies. The algorithms substantially outperform practical heuristics, improving concurrent cache-miss handling in databases and web servers. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Andrea Vattani (Goodreads, Amazon Inc.)
- 2. Flavio Chierichetti (Sapienza University)
- 3. Keegan Lowenstein (Bugsnag Inc.)
BibTeX Citation
@article{vattani_vldb15,
title = {{Optimal Probabilistic Cache Stampede Prevention}},
author = {Vattani, Andrea and Chierichetti, Flavio and Lowenstein, Keegan},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {8},
pages = {886--897},
doi = {10.14778/2757807.2757813},
url = {https://doi.org/10.14778/2757807.2757813},
year = {2015}
}
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Outgoing Citations (Sorted by Pagerank)
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| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,549 | Web Caching for Database Applications with Oracle Web Cache | 2002 | SIGMOD | 8.4300694e-05 |
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