Exploiting Self-Monitoring Sample Views for Cardinality Estimation
Summary: Demo of self-monitoring sample views for cardinality estimation in query optimization. Shows creation and use of sample views to guide plans amid complex predicates, correlations, and UDFs, with QC-driven maintenance from query feedback. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Per-Ake Larson (Microsoft)
- 2. Wolfgang Lehner (Technical University of Dresden)
- 3. Jingren Zhou (Microsoft)
- 4. Peter Zabback (Microsoft)
BibTeX Citation
@inproceedings{larson_sigmod07,
title = {{Exploiting Self-Monitoring Sample Views for Cardinality Estimation}},
author = {Larson, Per-Ake and Lehner, Wolfgang and Zhou, Jingren and Zabback, Peter},
series = {{SIGMOD} '07},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1247480.1247610},
url = {https://dl.acm.org/doi/10.1145/1247480.1247610},
year = {2007}
}
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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 |
|---|---|---|---|---|
| 2,404 | Cardinality Estimation Using Sample Views with Quality Assurance | 2007 | SIGMOD | 8.6225576e-05 |
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