NFVLearn: A multi‐resource, long short‐term memory‐based virtual network function resource usage prediction architecture

Virtual resource load prediction in network function virtualization (NFV) is the subject of intense research due to its crucial role in enabling proactive resource adaptation in dynamic NFV environments whose resource demand constantly changes. Several long short‐term memory (LSTM)‐based approaches...

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Bibliographic Details

Published in:	Software, practice & experience Vol. 53; no. 3; pp. 555 - 578
Main Authors:	St‐Onge, Cédric, Kara, Nadjia, Edstrom, Claes
Format:	Journal Article
Language:	English
Published:	Bognor Regis Wiley Subscription Services, Inc 01.03.2023
Subjects:	Accuracy Correlation coefficients GNN Graph neural networks input feature selection Load Load history LSTM network function virtualization resource usage prediction Virtual memory systems Virtual networks
ISSN:	0038-0644, 1097-024X
Online Access:	Get full text
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