ITU-T M.3387 PDF

This Recommendation specifies the management requirements for federated machine learning systems (FMLSs). The following aspects are within the scope of this Recommendation:

– Overall functional architecture of FMLSs.

– Requirements of basic management domain, which supervises system property configuration, node permission configuration, service request management, and so on.

– Requirements of model management domain, which supervises initial model deployment, learning algorithm management, aggregation mechanism management, and so on.

– Requirements of data management domain, which supervises the secure storage, retrieval, transmission of data resources, and so on.

– Use case.