Comparative Characteristics of Big Data Storage Formats

One of the most important tasks of any platform for big data processing is the task of the storing data received. Different systems have different requirements for the storage formats of big data, which raises the problem of choosing the optimal data storage format to solve the current problem. This...

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Bibliographic Details
Published in:Journal of physics. Conference series 2021-01, Vol.1727 (1), p.12005
Main Authors: Belov, Vladimir, Tatarintsev, Andrey, Nikulchev, Evgeny
Format: Article
Language:English
Subjects:
Big Data
Data processing
Data storage
Format
Physics
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Summary:One of the most important tasks of any platform for big data processing is the task of the storing data received. Different systems have different requirements for the storage formats of big data, which raises the problem of choosing the optimal data storage format to solve the current problem. This paper describes the five most popular formats for storing big data, presents an experimental evaluation of these formats and a methodology for choosing the format.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1727/1/012005