Machine Learning Classification and Regression Approaches for Optical Network Traffic Prediction

Machine Learning Classification and Regression Approaches for Optical Network Traffic Prediction

Rapid growth of network traffic causes the need for the development of new network technologies. Artificial intelligence provides suitable tools to improve currently used network optimization methods. In this paper, we propose a procedure for network traffic prediction. Based on optical networks’ (a...

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Bibliographic Details
Main Authors: Daniel Szostak, Adam Włodarczyk, Krzysztof Walkowiak
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Electronics
Subjects:
optical networks
traffic forecasting
machine learning
classification
regression
Online Access:https://www.mdpi.com/2079-9292/10/13/1578

Internet

https://www.mdpi.com/2079-9292/10/13/1578

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