Loadstar: Load Shedding in Data Stream Mining

Summary: Loadstar applies adaptive load shedding to high-volume streams under resource constraints, using QoD to target high-uncertainty sources. It uses feature prediction to model shed data and adapts to changing stream traits for robust, resource-aware classification. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9275
Venue: VLDB
Year: 2005
Pagerank: 4.1945683e-05
Overall Rank: 12,555 | 12.66%
DOI: -

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Rank	Cited Paper	Year	Venue	Pagerank
726	Load Shedding in a Data Stream Manager	2003	VLDB	0.00017511209

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