An Intelligent Network Traffic Prediction Scheme Based on Ensemble Learning of Multi-Layer Perceptron in Complex Networks

An Intelligent Network Traffic Prediction Scheme Based on Ensemble Learning of Multi-Layer Perceptron in Complex Networks

At present, the amount of network equipment, servers, and network traffic is increasing exponentially, and the way in which operators allocate and efficiently utilize network resources has attracted considerable attention from traffic forecasting researchers. However, with the advent of the 5G era,...

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Bibliographic Details
Main Authors: Chunzhi Wang, Weidong Cao, Xiaodong Wen, Lingyu Yan, Fang Zhou, Neal Xiong
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Electronics
Subjects:
network traffic prediction
ensemble learning
multilayer perceptron
convolutional neural network
gated recursive unit
Online Access:https://www.mdpi.com/2079-9292/12/6/1268

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https://www.mdpi.com/2079-9292/12/6/1268

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