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A Novel Reinforcement Learning Approach for Spark Configuration Parameter Optimization

Apache Spark is a popular open-source distributed data processing framework that can efficiently process massive amounts of data. It provides more than 180 configuration parameters for users to manually select the appropriate parameter values according to their own experience. However, due to the la...

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Detalles Bibliográficos
Autores principales: Huang, Xu, Zhang, Hong, Zhai, Xiaomeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371413/
https://www.ncbi.nlm.nih.gov/pubmed/35957487
http://dx.doi.org/10.3390/s22155930