Automated Statistics Collection in Action

Summary: Automated Statistic Collection (ASC) continuously repairs inaccurate statistics without DBA intervention, adapting to workload changes. Per-table, parameterized statistics tuning and volatility guards keep cardinality estimates aligned, exposing how misestimates propagate to optimizer plans. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3723
Venue: SIGMOD
Year: 2005
Pagerank: -
Overall Rank: 13,656 | 5.00%
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
182	LEO - DB2's LEarning Optimizer	2001	VLDB	0.00036962631
5,025	Automated Statistics Collection in DB2 UDB	2004	VLDB	5.7533741e-05

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