Automatic configuration of the Cassandra database using irace

Database systems play a central role in modern data-centered applications. Their performance is thus a key factor in the efficiency of data processing pipelines. Modern database systems expose several parameters that users and database administrators can configure to tailor the database settings to...

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Bibliographic Details
Published in:	PeerJ. Computer science Vol. 7; p. e634
Main Authors:	Silva-Muñoz, Moisés, Franzin, Alberto, Bersini, Hugues
Format:	Journal Article
Language:	English
Published:	United States PeerJ. Ltd 05.08.2021 PeerJ, Inc PeerJ Inc
Subjects:	Algorithms Artificial Intelligence Automatic configuration Cassandra Configurations Configurations (Computers) Data Mining and Machine Learning Data processing Database administration Design of experiments Hyperparameter tuning Machine learning Methods Optimization Parameter tuning Parameters Performance evaluation Software Statistical methods Statistical models Workloads United States Databases Automatic configuration Parameter tuning Cassandra Hyperparameter tuning
ISSN:	2376-5992, 2376-5992
Online Access:	Get full text
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