Ensemble Learning-based Network Data Analytics for Network Slice Orchestration and Management: An Intent-Based Networking Mechanism

Author:

Abbas Khizar1,Khan Talha Ahmed1,Afaq Muhammad1,Song Wang-Cheol1

Affiliation:

1. Jeju National University,Department of Computer Engineering,Jeju-si,South Korea

Funder

Ministry of Education

Publisher

IEEE

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2. Comparative Analysis of Time Series Prediction Algorithms on Multiple Network Function Data of NWDAF;International Journal of Distributed Sensor Networks;2024-01-13

3. 5G Resource Allocation Using Feature Selection and Greylag Goose Optimization Algorithm;Computers, Materials & Continua;2024

4. Vinia: Voice-enabled intent-based networking for industrial automation;Computer Science and Information Systems;2024

5. Intent-Driven RAN Slice Orchestration: A Multi-Agent Deep Reinforcement Learning Based Approach;2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops);2023-08-10

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