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PBS at Work: Advancing Data Management with Consistency Metrics

Summary: PBS-based consistency metrics quantify data freshness and enable real-time tuning in distributed stores (Cassandra). Demonstrates three scenarios for monitoring, SLA-driven administration, and a PBS-Cassandra demo platform for live consistency insights. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4734
Venue
SIGMOD
Year
2013
Pagerank
-
Overall Rank
13,628 | 6.50%
DOI
10.1145/2463676.2465260

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Authors

BibTeX Citation

@inproceedings{bailis_sigmod13,
        title = {{PBS at Work: Advancing Data Management with Consistency Metrics}},
        author = {Bailis, Peter and Venkataraman, Shivaram and Franklin, Michael J. and Hellerstein, Joseph M. and Stoica, Ion},
        series = {{SIGMOD} '13},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2463676.2465260},
        url = {https://dl.acm.org/doi/10.1145/2463676.2465260},
        year = {2013}
}

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2,665 Probabilistically Bounded Staleness for Practical Partial Quorums 2012 VLDB 8.280143e-05
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