Optimizing Network Management and Virtualization Using Machine Learning Approach: Network Slice Prediction

Author:

Akinyemi Lateef Adesola1,Oshinuga Olamide Peter2,Oladejo Sunday Oladayo3,Ekwe Stephen Obono4,Sumbwanyanbe Mbuyu5,Mnkandla Ernest6,Shoewu Oluwagbemiga Omotayo2

Affiliation:

1. University of South Africa,Departments of Computer Science and Elect. Engineering, CSET,Johannesburg,South Africa

2. Lagos State University,Department of Electronic and Computer Engineering,Lagos,Nigeria

3. Stellenbosch University,School for Data Science and Computational Thinking,Stellenbosch,South Africa

4. Cape Peninsula University of Technology,Department of Elect., Electronic and Computer Engineering,Cape Town,South Africa

5. University of South Africa,Department of Electrical Engineering, CSET,Johannesburg,South Africa

6. University of South Africa,Department for Computer Science, CSET,Johannesburg,South Africa

Publisher

IEEE

Reference20 articles.

1. Machine Learning

2. Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management

3. Network slicing as a service: Towards scalable network management in 5G;Shalimov;IEEE Network,2020

4. Network Slicing in 5G: A Survey on Principles, Enabling Technologies, and Solutions;Costa-Perez;IEEE Communications Surveys & Tutorials,2019

5. Network Slicing-Based Customization of 5G Mobile Services

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