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

Alberto Mozo; Bruno Ordozgoiti; Sandra Gómez-Canaval

doi:10.1371/journal.pone.0191939

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Open Access

Peer-reviewed

Research Article

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

Alberto Mozo ,

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

* E-mail: a.mozo@upm.es

Affiliation Dpto. Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid, Spain

http://orcid.org/0000-0001-9743-8604

⨯
Bruno Ordozgoiti,

Roles Conceptualization, Formal analysis, Investigation, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation Dpto. Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid, Spain
⨯
Sandra Gómez-Canaval

Roles Conceptualization, Formal analysis, Investigation, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation Dpto. Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid, Spain
⨯

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

Alberto Mozo,
Bruno Ordozgoiti,
Sandra Gómez-Canaval

Published: February 6, 2018
https://doi.org/10.1371/journal.pone.0191939

About the Authors

Alberto Mozo

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

* E-mail: a.mozo@upm.es

Affiliation Dpto. Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid, Spain

http://orcid.org/0000-0001-9743-8604

Bruno Ordozgoiti

Roles Conceptualization, Formal analysis, Investigation, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation Dpto. Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid, Spain

Sandra Gómez-Canaval

Roles Conceptualization, Formal analysis, Investigation, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation Dpto. Sistemas Informáticos, Universidad Politécnica de Madrid, Madrid, Spain

Competing Interests

The authors have declared that no competing interests exist.

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Artificial neural networks
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Forecasting
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Neural networks
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Convolution
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Internet
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Behavior
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Network analysis
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Recurrent neural networks
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