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ITU-T Y.3170 (09/2018)

IMT-2020网络基于机器学习的服务质量保障要求

本建议书规定了国际移动通信2020（IMT-2020）网络基于机器学习的QoS保证的要求。
本建议书首先概述了什么是IMT-2020网络基于机器学习的QoS保证。它概述了使用机器学习进行QoS异常检测和预测的性能，而后描述了基于机器学习的QoS保证的功能模型（包括诸如QoS数据收集、数据预处理、数据存储、建模和训练、QoS异常检测和预测、QoS策略决策、执行和报告等功能组件）。基于功能模型中描述的性能和功能，本建议书规定了IMT-2020网络基于机器学习的QoS保证的高级要求和功能要求。

Citation:	https://handle.itu.int/11.1002/1000/13691
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:	2018-09-29
Provisional name:	Y.qos-ml
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.3170 (09/2018)	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. 59 (11/2025)	IMT-2020 and beyond standardization roadmap	In force	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
Y Suppl. 82 (07/2024)	Standardization gaps and roadmap for artificial intelligence and Internet of things in digital agriculture	In force	here	here	here
Y Suppl. 83 (07/2024)	Optimizing digital agriculture with best practices for integrating artificial intelligence and Internet of things	In force	here	here	here
Y Suppl. 95 (11/2025)	Use cases of open service environment for future networks	In force	here	-	here
Y Suppl. 96 (11/2025)	Machine learning standardization roadmap	In force	here	-	here
Y Suppl. 97 (11/2025)	Glossary of terms and definitions for machine learning	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.3170 (09/2018)