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Stochastic Consistency, and Scalable Pull-Based Caching for Erratic Data Stream Sources

Summary: Introduces stochastic consistency for erratic-data caches: bounded error with user-specified probability, using Brownian-motion models to trigger refresh pulls. A stateless, scalable design and overload-aware scheduler outperform existing caching schemes on real datasets. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
9406
Venue
VLDB
Year
2004
Pagerank
5.4346419e-05
Overall Rank
8,320 | 43.12%
DOI
10.1016/B978-012088469-8.50020-6

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{zhu_vldb04,
        title = {{Stochastic Consistency, and Scalable Pull-Based Caching for Erratic Data Stream Sources}},
        author = {Zhu, Shanzhong and Ravishankar, Chinya V.},
        journal = {PVLDB},
        series = {{VLDB} '04},
        pages = {192},
        doi = {10.1016/B978-012088469-8.50020-6},
        url = {https://doi.org/10.1016/B978-012088469-8.50020-6},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
8,185 Client Assignment in Content Dissemination Networks for Dynamic Data 2005 VLDB 5.4560394e-05
12,346 Ratio Threshold Queries over Distributed Data Sources 2013 VLDB 5.0723324e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
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