| Architectural framework for machine learning in future networks including IMT-2020 | |
 | |
| Status | In force |
|---|---|
| Year started | 2019 |
| Latest version | (06/19) June 2019 |
| Organization | ITU-T |
| Committee | ITU-T Study Group 13 |
| Related standards | Y.3173, Y.3174, Y.3176, Y.3179, Y.3181 |
| Domain | machine learning, 5G |
| License | Freely available |
| Website | www |
Y.3172 is an ITU-T Recommendation specifying an architecture for machine learning in future networks including 5G (IMT-2020).[1] The architecture describes a machine learning pipeline in the context of telecommunication networks that involves the training of machine learning models, and also the deployment using methods such as containers and orchestration.[2]
A set of architectural requirements and specific architectural components needed to satisfy these requirements are presented. This includes i.a., machine learning pipeline as well as machine learning management and orchestration functionalities. Additionally, the standard describes the integration of such components into future networks including IMT-2020 as well as guidelines for applying this architectural framework in a variety of technology-specific underlying networks.[3]
The Recommendation Y.3173 builds upon Y.3172 by specifying a framework for evaluation intelligence levels of future networks.[4]
- ^ ITU (2019-08-20). "New ITU standard to introduce Machine Learning into 5G networks". ITU News. Archived from the original on 2021-04-07. Retrieved 2021-04-07.
- ^ "Y.3172: Architectural framework for machine learning in future networks including IMT-2020". www.itu.int. Archived from the original on 2019-07-03. Retrieved 2019-07-05.
- ^ ITU (2020-07-06). "International standards for an AI-enabled future". ITU News. Archived from the original on 2021-06-16. Retrieved 2021-06-16.
- ^ Pompeu Fabra, Universitat (2020-05-01). "A pioneering study into the description of the architecture for a new standard for telecommunications". techxplore.com. Archived from the original on 2021-05-11. Retrieved 2021-05-11.