Towards Cognitive Service Delivery on B5G through AIaaS Architecture
Fuente:
arXiv
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Preprint |
| Veröffentlicht: |
2024
|
| Schlagworte: | |
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1866915078070075392 |
|---|---|
| author | Moreira, Larissa F. Rodrigues Moreira, Rodrigo Silva, Flávio de Oliveira Backes, André R. |
| author_facet | Moreira, Larissa F. Rodrigues Moreira, Rodrigo Silva, Flávio de Oliveira Backes, André R. |
| contents | Artificial Intelligence (AI) is pivotal in advancing mobile network systems by facilitating smart capabilities and automation. The transition from 4G to 5G has substantial implications for AI in consolidating a network predominantly geared towards business verticals. In this context, 3GPP has specified and introduced the Network Data Analytics Function (NWDAF) entity at the network's core to provide insights based on AI algorithms to benefit network orchestration. This paper proposes a framework for evolving NWDAF that presents the interfaces necessary to further empower the core network with AI capabilities B5G and 6G. In addition, we identify a set of research directions for realizing a distributed e-NWDAF. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2412_17967 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Towards Cognitive Service Delivery on B5G through AIaaS Architecture Moreira, Larissa F. Rodrigues Moreira, Rodrigo Silva, Flávio de Oliveira Backes, André R. Networking and Internet Architecture Artificial Intelligence Artificial Intelligence (AI) is pivotal in advancing mobile network systems by facilitating smart capabilities and automation. The transition from 4G to 5G has substantial implications for AI in consolidating a network predominantly geared towards business verticals. In this context, 3GPP has specified and introduced the Network Data Analytics Function (NWDAF) entity at the network's core to provide insights based on AI algorithms to benefit network orchestration. This paper proposes a framework for evolving NWDAF that presents the interfaces necessary to further empower the core network with AI capabilities B5G and 6G. In addition, we identify a set of research directions for realizing a distributed e-NWDAF. |
| title | Towards Cognitive Service Delivery on B5G through AIaaS Architecture |
| topic | Networking and Internet Architecture Artificial Intelligence |
| url | https://arxiv.org/abs/2412.17967 |