Baler - Machine Learning Based Compression of Scientific Data

Baler - Machine Learning Based Compression of Scientific Data

A common and growing issue in scientific research and industry is that of storing and sharing ever-increasing datasets. In this paper we document the development and applications of Baler - a Machine Learning based tool for tailored compression of data across multiple disciplines.

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Bibliographische Detailangaben
Hauptverfasser: Bengtsson Folkesson, Fritjof, Doglioni, Caterina, Ekman, Per Alexander, Gallén, Axel, Jawahar, Pratik, Camps Santasmasas, Marta, Skidmore, Nicola
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Balers
Data compression
Machine learning
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung:A common and growing issue in scientific research and industry is that of storing and sharing ever-increasing datasets. In this paper we document the development and applications of Baler - a Machine Learning based tool for tailored compression of data across multiple disciplines.
ISSN:2100-014X
2101-6275
2100-014X
DOI:10.1051/epjconf/202429509023