Utilization of AI in 5G Edge Networks

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Abstract
As society advances toward the information era, the telecommunications network, a major aspect of this transformation, is undergoing rapid and profound change. Innovative methods, such as Artificial Intelligence (AI), are necessary to accomplish these transitions. In my proposal, the artificial intelligence is not designed to help the system that hosts it, but rather the terminal node that benefits from it by processing its incoming data stream before it arrives. I constructed an experimental Edge Computing system with a tightly integrated AI solution in order to attain this. The System comprises a traffic generator, an Ericsson UPF application, an artificial intelligence (AI) component, and software serving as the Edge Application. The produced traffic was routed through the UPF before being processed by the AI component and forwarded to the application.- Title
- Utilization of AI in 5G Edge Networks
- Author
- Horváth, Márton Áron
- Date of issue
- 2023
- Access level
- Open access
- Copyright owner
- Szerző
- Conference title
- 1st Workshop on Intelligent Infocommunication Networks, Systems and Services (WI2NS2)
- Conference place
- Budapest
- Conference date
- 2023.02.07
- Language
- en
- Page
- 95 - 100
- Subject
- 5G, Edge Computing, Mobile Networks, User Plane Function, Artificial Intelligence
- Version
- Post print
- Identifiers
- DOI: 10.3311/WINS2023-017
- Title of the container document
- 1st Workshop on Intelligent Infocommunication Networks, Systems and Services
- ISBN, e-ISBN
- 978-963-421-902-6
- Document type
- Konferenciaközlemény
- Document genre
- Konferenciacikk
- University
- Budapest University of Technology and Economics
- Faculty
- Faculty of Electrical Engineering and Informatics