A novel hybrid framework based on temporal convolution network and transformer for network traffic prediction

BACKGROUND: Accurately predicting mobile network traffic can help mobile network operators allocate resources more rationally and can facilitate stable and fast network services to users. However, due to burstiness and uncertainty, it is difficult to accurately predict network traffic. METHODOLOGY:...

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Detalles Bibliográficos
Autores principales: Zhang, Zhiwei, Gong, Shuhui, Liu, Zhaoyu, Chen, Da
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/PMC10490908/
https://www.ncbi.nlm.nih.gov/pubmed/37682829
http://dx.doi.org/10.1371/journal.pone.0288935

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490908/
https://www.ncbi.nlm.nih.gov/pubmed/37682829
http://dx.doi.org/10.1371/journal.pone.0288935

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