| Architectural framework for machine learning in future networks including IMT-2020 |
 |
Recommendation ITU-T Y.3172 specifies an architectural framework for machine learning (ML) in future networks including IMT-2020. A set of architectural requirements and specific architectural components needed to satisfy these requirements are presented. These components include, but are not limited to, an ML pipeline as well as ML management and orchestration functionalities. The integration of such components into future networks including IMT-2020 and guidelines for applying this architectural framework in a variety of technology-specific underlying networks are also described. |
|
| Citation: |
https://handle.itu.int/11.1002/1000/13894 |
| Series title: |
Y series: Global information infrastructure, Internet protocol aspects, next-generation networks, Internet of Things and smart cities
Y.3000-Y.3499: Future networks |
| Approval date: |
2019-06-22 |
| Provisional name: | Y.IMT2020-ML-Arch |
| Approval process: | AAP |
|
Status: |
In force |
|
Maintenance responsibility: |
ITU-T Study Group 13 |
|
Further details: |
Patent statement(s)
Development history
|
|
|
| Ed. |
ITU-T Recommendation |
Status |
Summary |
Table of Contents |
Download |
|
1
|
Y.3172 (06/2019)
|
In force
|
here
|
here
|
here
|
|
|
|
ITU-T Supplement
|
Title
|
Status
|
Summary
|
Table of contents
|
Download
|
|
Y Suppl. 44 (07/2017)
|
Standardization and open source activities related to network softwarization of IMT-2020
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 55 (10/2019)
|
ITU-T Y.3170-series – Machine learning in future networks including IMT-2020: use cases
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 56 (12/2019)
|
ITU-T Y-series – Supplement on use cases of smart cities and communities
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 58 (05/2021)
|
Internet of things and smart cities and communities standards roadmap
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 59 (11/2023)
|
ITU-T Y.3100-series – IMT-2020 standardization roadmap
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 64 (07/2020)
|
ITU-T Y.3100-series – Awareness on use cases and migration aspects of IMT-2020
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 68 (05/2021)
|
Framework for Internet of things ecosystem master plan
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 69 (05/2021)
|
Web-based data model for Internet of things and smart city systems and services
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 71 (07/2022)
|
ITU-T Y.3000 series – Use cases for autonomous networks
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 72 (11/2022)
|
ITU-T Y.3000-series – Artificial intelligence standardization roadmap
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 75 (03/2023)
|
ITU-T Y.3000 series – Quantum key distribution networks – Quantum-enabled future networks
|
In force
|
here
|
here
|
here
|
| Title |
Approved on |
Download |
|
Transport network support of IMT-2020/5G (October 2018)
|
2018
|
here
|
|
ITU-T Focus Group IMT-2020 Deliverables
|
2017
|
here
|
|
Multiple radio access technologies
|
2012
|
here
|
|
Future networks
|
2012
|
here
|
|
