Application of multivariate time-series model for high performance computing (HPC) fault prediction

Aiming at the high reliability demand of increasingly large and complex supercomputing systems, this paper proposes a multidimensional fusion CBA-net (CNN-BiLSTAM-Attention) fault prediction model based on HDBSCAN clustering preprocessing classification data, which can effectively extract and learn...

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Detalles Bibliográficos
Autores principales: Pei, Xiangdong, Yuan, Min, Mao, Guo, Pang, Zhengbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10581458/
https://www.ncbi.nlm.nih.gov/pubmed/37847694
http://dx.doi.org/10.1371/journal.pone.0281519

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10581458/
https://www.ncbi.nlm.nih.gov/pubmed/37847694
http://dx.doi.org/10.1371/journal.pone.0281519

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