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Tighter Upper Bounds for Join Cardinality Estimates

Published: 27 May 2018 Publication History
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References

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Michael Armbrust, Kristal Curtis, Tim Kraska, Armando Fox, Michael J. Franklin, and David A. Patterson. 2011. PIQL: Success-Tolerant Query Processing in the Cloud. CoRR abs/1111.7166 (2011). arXiv:1111.7166 http://arxiv.org/abs/1111.7166
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Albert Atserias, Martin Grohe, and DÃaniel Marx. 2013. Size Bounds and Query Plans for Relational Joins. SIAM J. Comput. 42, 4 (2013), 1737--1767. arXiv:https://doi.org/10.1137/110859440
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Brian Babcock and Surajit Chaudhuri. 2005. Towards a Robust Query Optimizer: A Principled and Practical Approach. In Proceedings of the 2005 ACM SIGMOD International Conference on Management of Data (SIGMOD '05). ACM, New York, NY, USA, 119--130.
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Shivnath Babu, Pedro Bizarro, and David DeWitt. 2005. Proactive Re-optimization. In Proceedings of the 2005 ACM SIGMOD International Conference on Management of Data (SIGMOD '05). ACM, New York, NY, USA, 107--118.
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Yu Chen and Ke Yi. 2017. Two-Level Sampling for Join Size Estimation. In Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD '17). ACM, New York, NY, USA, 759--774.
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Google. 2017. GooglePlus. https://plus.google.com/
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Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, and Bolin Ding. 2016. Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters. In Proceedings of the 2016 International Conference on Management of Data (SIGMOD '16). ACM, New York, NY, USA, 631--646.
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Mahmoud Abo Khamis, Hung Q. Ngo, and Dan Suciu. 2016. What do Shannon-type inequalities, submodular width, and disjunctive datalog have to do with one another? CoRR abs/1612.02503 (2016). arXiv:1612.02503 http://arxiv.org/abs/1612. 02503
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Viktor Leis, Andrey Gubichev, Atanas Mirchev, Peter Boncz, Alfons Kemper, and Thomas Neumann. 2015. How Good Are Query Optimizers, Really? Proc. VLDB Endow. 9, 3 (Nov. 2015), 204--215.
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Viktor Leis, Bernharde Radke, Andrey Gubichev, Alfons Kemper, and Thomas Neumann. 2017. Cardinality Estimation Done Right: Index-Based Join Sampling. In CIDR.
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David Vengerov, Andre Cavalheiro Menck, Mohamed Zait, and Sunil Chakkappen. 2015. Join Size Estimation Subject to Filter Conditions. PVLDB 8 (2015), 1530--1541.

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cover image ACM Conferences
SIGMOD '18: Proceedings of the 2018 International Conference on Management of Data
May 2018
1874 pages
ISBN:9781450347037
DOI:10.1145/3183713
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Published: 27 May 2018

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