FIT to Monitor Feed Quality

Summary: Proposes online data quality monitoring for dynamic feeds, embedding quality modules in a publish–subscribe DFMS. Introduces temporal extensions to online statistics for multi-scale outlier detection and alerting, implemented in FIT with real deployments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11051
Venue: VLDB
Year: 2015
Pagerank: -
Overall Rank: 13,396 | 6.90%
DOI: -

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Rank	Citing Paper	Year	Venue	Pagerank

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

Rank	Cited Paper	Year	Venue	Pagerank
394	Big Data Integration	2013	VLDB	0.0002447017
1,975	Statistical Distortion: Consequences of Data Cleaning	2012	VLDB	9.881077e-05
12,185	Bistro Data Feed Management System	2011	SIGMOD	4.1905499e-05

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