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Adaptive Query Processing: Why, How, When, What Next

Summary: Survey of adaptive query processing; unifies diverse techniques into a few core themes, emphasizing data integration and streams. Analyzes optimization space and interleaving via MAPE; discusses limitations and open problems to guide future work. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3895
Venue
SIGMOD
Year
2006
Pagerank
5.9734944e-05
Overall Rank
6,107 | 58.11%
DOI
10.1145/1142473.1142603

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Authors

BibTeX Citation

@inproceedings{deshpande_sigmod06,
        title = {{Adaptive Query Processing: Why, How, When, What Next}},
        author = {Deshpande, Amol and Hellerstein, Joseph M. and Raman, Vijayshankar},
        series = {{SIGMOD} '06},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1142473.1142603},
        url = {https://dl.acm.org/doi/10.1145/1142473.1142603},
        year = {2006}
}

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