Traffic Classification using Deep Learning Approach for End-to-End Slice Management in 5G/B5G

Author:

Mohammedali Noor Abdalkarem1,Kanakis Triantafyllos1,Al-Sherbaz Ali2,Agyeman Michael Opoku1

Affiliation:

1. University of Northampton,Centre for Smart and Advanced Technologies (CAST),Northampton,UK

2. School of Computing and Engineering, University of Gloucestershire,Gloucestershire,UK

Funder

Ministry of Higher Education and Scientific Research

University of Northampton

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. 5G RAN service classification using Long Short Term Memory Neural Network;2024 International Wireless Communications and Mobile Computing (IWCMC);2024-05-27

2. Optimizing Network Management and Virtualization Using Machine Learning Approach: Network Slice Prediction;2024 International Conference on Science, Engineering and Business for Driving Sustainable Development Goals (SEB4SDG);2024-04-02

3. Network Slicing and Traffic Classification in 5G Networks with Explainable Machine Learning;Lecture Notes in Networks and Systems;2024

4. Estimating Base Station Traffic and Throughput Using Machine Learning Based on Hourly Key Performance Indicator (KPI) Network Analysis;IEEE Access;2024

5. Real-time Traffic Classification for 5G NSA Encrypted Data Flows With Physical Channel Records;2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall);2023-10-10

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