Proposal and Investigation of a Convolutional and LSTM Neural Network for the Cost-Aware Resource Prediction in Softwarized Networks

Resource prediction algorithms have been recently proposed in Network Function Virtualization architectures. A prediction-based resource allocation is characterized by higher operation costs due to: (i) Resource underestimate that leads to quality of service degradation; (ii) used cloud resource ove...

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Bibliographic Details

Published in:	Future Internet
Main Authors:	Vincenzo Eramo, Francesco Valente, Tiziana Catena, Francesco Giacinto Lavacca
Format:	Article
Language:	English
Published:	MDPI AG 2021-12-01
Subjects:	Network Function Virtualization computing resources machine learning long short term memory convolutional network
Online Access:	https://www.mdpi.com/1999-5903/13/12/316