Checks and Balances: Monitoring Data Quality Problems in Network Traffic Databases

Summary: Continuous data-quality monitoring for network-traffic data using probabilistic, approximate constraints (PACs) to model tolerance and likelihood against UDP drops. Introduces PAC-Man, a system deploying PACs to detect data-quality issues in ISP traffic. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9003
Venue: VLDB
Year: 2003
Pagerank: -
Overall Rank: 13,739 | 4.42%
DOI: -

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Rank	Citing Paper	Year	Venue	Pagerank
2,159	Sequential Dependencies	2009	VLDB	9.4130956e-05

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