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Flexible Computation of Multidimensional Histograms

Published: 08 August 2022 Publication History
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References

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I. Absalyamov, M. J. Carey, and V. J. Tsotras. 2018. Lightweight cardinality estimation in LSM-based systems. In Proceedings of the 2018 International Conference on Management of Data, SIGMOD’18. ACM, New York, NY, 841–855.
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A. M. Aly, A. R. Mahmood, M. S. Hassan, W. G. Aref, M. Ouzzani, H. Elmeleegy, and T. Qadah. 2015. AQWA: Adaptive query workload aware partitioning of big spatial data. Proc. VLDB Endow. 8, 13, 2062–2073.
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N. Bruno, S. Chaudhuri, and L. Gravano. 2001. STHoles: A multidimensional workload-aware histogram. In ACM SIGMOD Rec. 30, 2, 211–222.
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A. Eldawy and M. F. Mokbel. 2019. All points on the map as extracted from OpenStreetMap. Retrieved August 25, 2020 from UCR-STAR https://star.cs.ucr.edu/?OSM2015/all_nodes&d.
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Y. Matias, J. S. Vitter, and M. Wang. 1998. Wavelet-based histograms for selectivity estimation. In ACM SIGMOD Record, Vol. 27. ACM, 448–459.
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Microsoft. 2020. Computer generated building footprints in all 50 US states. Retrieved August 25, 2020 from UCR-STAR https://star.cs.ucr.edu/?MSBuildings&d.
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A. B. Siddique and A. Eldawy. 2018. Experimental evaluation of sketching techniques for big spatial data. In Proceedings of the ACM Symposium on Cloud Computing (SoCC 2018), Carlsbad, CA, October 11–13. ACM, 522.
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Cited By

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  • (2024)PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data CompressionProceedings of the VLDB Endowment10.14778/3648160.364818117:6(1432-1445)Online publication date: 3-May-2024
  • (2024)A Generic Machine Learning Model for Spatial Query Optimization based on Spatial EmbeddingsACM Transactions on Spatial Algorithms and Systems10.1145/365763310:4(1-33)Online publication date: 13-Apr-2024

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  1. Flexible Computation of Multidimensional Histograms
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            cover image ACM Books
            Spatial Gems, Volume 1
            August 2022
            186 pages
            ISBN:9781450398138
            DOI:10.1145/3548732
            • Editors:
            • John Krumm,
            • Andreas Züfle,
            • Cyrus Shahabi

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            Association for Computing Machinery

            New York, NY, United States

            Publication History

            Published: 08 August 2022

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            View all
            • (2024)PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data CompressionProceedings of the VLDB Endowment10.14778/3648160.364818117:6(1432-1445)Online publication date: 3-May-2024
            • (2024)A Generic Machine Learning Model for Spatial Query Optimization based on Spatial EmbeddingsACM Transactions on Spatial Algorithms and Systems10.1145/365763310:4(1-33)Online publication date: 13-Apr-2024

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