| Architecture de référence de l'apprentissage automatique collaboratif décentralisé pour les services de l'Internet des objet intelligents |
Une architecture d'apprentissage automatique décentralisé collaboratif (CDML) peut prendre en charge l'entraînement ou la déduction distribués pour un modèle d'apprentissage automatique dans des dispositifs de l'Internet des objets (IoT) très hétérogènes et disposant de ressources limitées, ce qui permet de diminuer le temps de latence, d'accroître la fiabilité, de réduire la consommation d'énergie et d'économiser les ressources de bande passante. Grâce à l'apprentissage CDML, il est possible d'utiliser pleinement les ressources en réserve dans les dispositifs IoT décentralisés pour effectuer des tâches ML nécessitant d'importants calculs en collaboration avec une grande efficacité.La Recommandation UIT-T Y.4494 présente l'apprentissage CDML pour les services IoT intelligents et décrit les caractéristiques et l'architecture de référence pour ce type d'apprentissage. |
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| Citation: |
https://handle.itu.int/11.1002/1000/15688 |
| Series title: |
Y series: Global information infrastructure, Internet protocol aspects, next-generation networks, Internet of Things and smart cities
Y.4000-Y.4999: Internet of things and smart cities and communities
Y.4400-Y.4549: Frameworks, architectures and protocols |
| Approval date: |
2023-11-29 |
| Provisional name: | Y.CDML-arc |
| Approval process: | AAP |
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Status: |
In force |
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Maintenance responsibility: |
ITU-T Study Group 20 |
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Further details: |
Patent statement(s)
Development history
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| Ed. |
ITU-T Recommendation |
Status |
Summary |
Table of Contents |
Download |
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1
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Y.4494 (11/2023)
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In force
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here
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here
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here
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ITU-T Supplement
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Title
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Status
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Summary
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Table of contents
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Download
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Y Suppl. 27 (01/2016)
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ITU-T Y.4400 series – Smart sustainable cities - Setting the framework for an ICT architecture
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In force
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here
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here
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here
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Y Suppl. 32 (07/2020)
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ITU-T Y.4000 series – Smart sustainable cities - A guide for city leaders
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In force
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here
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here
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here
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Y Suppl. 33 (07/2020)
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ITU-T Y.4000 series – Smart sustainable cities - Master plan
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In force
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here
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here
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here
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Y Suppl. 34 (07/2020)
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ITU-T Y.4000 series – Smart sustainable cities - Setting the stage for stakeholders' engagement
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In force
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here
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here
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here
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Y Suppl. 45 (09/2017)
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ITU-T Y.4000-series - An overview of smart cities and communities and the role of information and communication technologies
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In force
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here
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here
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here
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Y Suppl. 52 (12/2018)
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Methodology for building digital capabilities during enterprises' digital transformation
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In force
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here
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here
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here
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Y Suppl. 53 (12/2018)
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ITU-T Y.4000-series – Internet of Things use cases
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In force
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here
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here
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here
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Y Suppl. 54 (04/2019)
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ITU-T Y.4000 series – Framework for home environment profiles and levels of IoT systems
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In force
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here
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here
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here
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Y Suppl. 56 (12/2019)
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ITU-T Y-series – Supplement on use cases of smart cities and communities
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In force
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here
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here
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here
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Y Suppl. 61 (07/2020)
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Features of application programming interfaces for Internet of things data in smart cities and communities
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In force
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here
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here
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here
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Y Suppl. 62 (07/2020)
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Overview of blockchain for supporting Internet of things and smart cities and communities in data processing and management aspects
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In force
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here
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here
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here
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Y Suppl. 63 (07/2020)
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Unlocking Internet of things with artificial intelligence
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In force
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here
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here
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here
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Y Suppl. 68 (05/2021)
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Framework for Internet of things ecosystem master plan
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In force
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here
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here
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here
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Y Suppl. 69 (05/2021)
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Web-based data model for Internet of things and smart city systems and services
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In force
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here
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here
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here
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Y Suppl. 76 (09/2023)
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ITU-T Y.4000-series – Use cases of Internet of things-based smart agriculture
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In force
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here
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here
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here
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Y Suppl. 82 (07/2024)
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Standardization gaps and roadmap for artificial intelligence and Internet of things in digital agriculture
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In force
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here
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here
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here
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Y Suppl. 83 (07/2024)
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Optimizing digital agriculture with best practices for integrating artificial intelligence and Internet of things
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In force
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here
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here
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here
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Y Suppl. 85 (01/2025)
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ITU-T Y.4000-series – Use cases of Internet of things (IoT)-based smart aquaculture
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In force
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here
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here
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here
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Y Suppl. 96 (11/2025)
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Machine learning standardization roadmap
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In force
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here
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-
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here
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Y Suppl. 97 (11/2025)
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Glossary of terms and definitions for machine learning
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In force
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here
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-
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here
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| Title |
Approved on |
Download |
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Multiple radio access technologies
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2012
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here
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