IEEE 2805.3-2026

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IEEE Standard for Cloud-Edge Collaboration Protocols for Machine Learning

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IEEE 2805.3-2026

New IEEE Standard - Active.

The collaboration protocols for enabling machine learning on the edge computing node with support from industrial clouds are specified in this standard.

Implementation references of machine learning upon lower-powered and cheaper embedded devices, a specific hardware-based method of accepting the introduced machine learning models, and then the online optimization comparing the models with incoming live data are provided.

This standard specifies the collaboration protocols for enabling machine learning on the edge computing node with support from industrial clouds.

This standard provides implementation references for machine learning on lower-powered, cheaper embedded devices, a hardware-based method for deploying the introduced machine learning models, and online optimization that compares the models with incoming live data.

This standard aims to define a cloud-edge collaboration mode for applying machine learning on edge computing nodes and to provide interoperability between different processor manufacturers.

This standard provides a reference for edge computing nodes, intelligent gateways, and edge computing software, such as programming integrated development environments (IDEs).

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