| Arquitectura de referencia de aprendizaje automático descentralizado colaborativo para servicios inteligentes de Internet de las cosas |
Una arquitectura de aprendizaje automático descentralizado colaborativo (CDML) puede admitir el entrenamiento y la inferencia distribuidos de modelos de aprendizaje automático (ML) en dispositivos de Internet de las cosas (IoT) muy heterogéneos y con recursos limitados, lo que se traduce en menor latencia, mayor fiabilidad, menor consumo de energía y ahorro de recursos de ancho de banda. Gracias a CDML, los recursos libres de los dispositivos IoT descentralizados pueden utilizarse plenamente para realizar tareas de ML de cálculo intensivo de forma colaborativa con un alto rendimiento.La Recomendación UIT-T Y.4494 introduce el CDML para servicios IoT inteligentes y proporciona las características y la arquitectura de referencia del CDML para servicios IoT inteligentes. |
|
| 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 |
|
Status: |
In force |
|
Maintenance responsibility: |
ITU-T Study Group 20 |
|
Further details: |
Patent statement(s)
Development history
|
|
|
| Ed. |
ITU-T Recommendation |
Status |
Summary |
Table of Contents |
Download |
|
1
|
Y.4494 (11/2023)
|
In force
|
here
|
here
|
here
|
|
|
|
ITU-T Supplement
|
Title
|
Status
|
Summary
|
Table of contents
|
Download
|
|
Y Suppl. 27 (01/2016)
|
ITU-T Y.4400 series – Smart sustainable cities - Setting the framework for an ICT architecture
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 32 (07/2020)
|
ITU-T Y.4000 series – Smart sustainable cities - A guide for city leaders
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 33 (07/2020)
|
ITU-T Y.4000 series – Smart sustainable cities - Master plan
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 34 (07/2020)
|
ITU-T Y.4000 series – Smart sustainable cities - Setting the stage for stakeholders' engagement
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 45 (09/2017)
|
ITU-T Y.4000-series - An overview of smart cities and communities and the role of information and communication technologies
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 52 (12/2018)
|
Methodology for building digital capabilities during enterprises' digital transformation
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 53 (12/2018)
|
ITU-T Y.4000-series – Internet of Things use cases
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 54 (04/2019)
|
ITU-T Y.4000 series – Framework for home environment profiles and levels of IoT systems
|
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. 61 (07/2020)
|
Features of application programming interfaces for Internet of things data in smart cities and communities
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 62 (07/2020)
|
Overview of blockchain for supporting Internet of things and smart cities and communities in data processing and management aspects
|
In force
|
here
|
here
|
here
|
|
Y Suppl. 63 (07/2020)
|
Unlocking Internet of things with artificial intelligence
|
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. 76 (09/2023)
|
ITU-T Y.4000-series – Use cases of Internet of things-based smart agriculture
|
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. 85 (01/2025)
|
ITU-T Y.4000-series – Use cases of Internet of things (IoT)-based smart aquaculture
|
In force
|
here
|
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 |
|
Multiple radio access technologies
|
2012
|
here
|
|
