Performance Analysis of Selected Machine Learning Techniques for Estimating Resource Requirements of Virtual Network Functions (VNFs) in Software Defined Networks

Performance Analysis of Selected Machine Learning Techniques for Estimating Resource Requirements of Virtual Network Functions (VNFs) in Software Defined Networks

Rapid development in the field of computer networking is now demanding the application of Machine Learning (ML) techniques in the traditional settings to improve the efficiency and bring automation to these networks. The application of ML to existing networks brings a lot of challenges and use-cases...

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Bibliographic Details
Main Authors: Sahibzada Muhammad Faheem, Mohammad Inayatullah Babar, Ruhul Amin Khalil, Nagham Saeed
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
machine learning
network analytics
knowledge plane
artificial neural network
virtual network functions
Online Access:https://www.mdpi.com/2076-3417/12/9/4576

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https://www.mdpi.com/2076-3417/12/9/4576

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