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ITU-T Y.3172 (06/2019)

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 (11/2022)	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)	Quantum key distribution networks – Quantum-enabled future networks	In force	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

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ITU-T Y.3172 (06/2019)