SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis
Published in Proceedings of the VLDB Endowment • May 1, 2024
Authors:,
Aarati Kakaraparthy
Jignesh M. Patel
Abstract
Dataframe is a popular construct in data analysis libraries that offers a tabular view of the data. However, data within a dataframe often has redundancy, which can lead to high memory utilization of data analysis libraries. Inspired by the process of normalization in relational database systems, we...
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