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Forecasting short-term data center network traffic load with convolutional neural networks

Efficient resource management in data centers is of central importance to content service providers as 90 percent of the network traffic is expected to go through them in the coming years. In this context we propose the use of convolutional neural networks (CNNs) to forecast short-term changes in th...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Mozo, Alberto, Ordozgoiti, Bruno, Gómez-Canaval, Sandra
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5800645/
https://ncbi.nlm.nih.gov/pubmed/29408936
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0191939
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