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COAX: Correlation-Aware Indexing on Multidimensional Data with Soft Functional Dependencies
The initial work on learned indexes has shown that by learning the cumulative distribution function of the data, index structures such as the B-Tree can improve their performance by one order of magnitude while having a smaller memory footprint.
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