English

Artificial Intelligence Edge Applications in 5G Networks

Networking and Internet Architecture 2021-09-23 v2

Abstract

In recent years, the 5th Generation of mobile communications has been thoroughly researched to improve the previous 4G capabilities. As opposed to earlier architectures, 5G Networks provide low latency access to services with high reliability. Additionally, they allow exploring new opportunities for applications that need to offload computing load in the network with a real-time response. This paper analyzes the feasibility of a real-time Computer Vision use case model in small devices using a fully deployed 5G Network. The results show an improvement in Latency and Throughput over previous generations, and a high percentage of Availability and Reliability in the analyzed use case.

Keywords

Cite

@article{arxiv.2109.10267,
  title  = {Artificial Intelligence Edge Applications in 5G Networks},
  author = {Carlota Villasante Marcos},
  journal= {arXiv preprint arXiv:2109.10267},
  year   = {2021}
}

Comments

11 pages, 11 figures This is a preprint published in Proceedings of Sixth International Congress on Information and Communication Technology, edited by Yang XS., Sherratt S., Dey N., Joshi A., 2021, Springer reproduced with permission of Springer Nature Singapore Pte Ltd. The final authenticated version is available online at: https://doi.org/10.1007/978-981-16-2380-6_24

R2 v1 2026-06-24T06:11:22.302Z