Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems

Author:

Gao Jenny1ORCID,Ding Jialin2ORCID,Sudhir Sivaprasad1ORCID,Madden Samuel1ORCID

Affiliation:

1. Massachusetts Institute of Technology

2. Amazon Web Services

Publisher

ACM

Reference20 articles.

1. Rudolf Bayer. 1997. The Universal B-Tree for Multidimensional Indexing: General Concepts. In Worldwide Computing and Its Applications Takashi Masuda Yoshifumi Masunaga and Michiharu Tsukamoto (Eds.). Springer Berlin Heidelberg 198--209.

2. Nigel Bayliss. 2014. Optimizing Table Scans with Zone Maps. https://blogs.oracle.com/datawarehousing/post/optimizing-table-scans-with-zone-maps.

3. Zach Christopherson. 2016. Amazon Redshift Engineering's Advanced Table Design Playbook: Compound and Interleaved Sort Keys. https://aws.amazon.com/blogs/big-data/amazon-redshift-engineerings-advanced-table-design-playbook-compound-and-interleaved-sort-keys/.

4. Jialin Ding, Vikram Nathan, Mohammad Alizadeh, and Tim Kraska. 2020. Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads. CoRR abs/2006.13282 (2020). arXiv:2006.13282 https://arxiv.org/abs/2006.13282

5. Fractals for secondary key retrieval

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