1. An organizational or computational system composed of independent units or nodes that are connected and coordinated while maintaining their autonomy
The federated structure allows each state to maintain control over local policies while participating in the national framework.
A estrutura federada permite que cada estado mantenha controle sobre políticas locais enquanto participa do marco nacional.
2. In computing and data science, a distributed architecture where multiple databases or systems operate independently but are synchronized or coordinated
A federated structure in machine learning enables training on decentralized data without centralizing sensitive information.
Uma estrutura federada em aprendizado de máquina permite treinamento em dados descentralizados sem centralizar informações sensíveis.
3. A political or administrative system based on the federation principle, where power is shared between central and regional authorities
Brazil's federated structure divides authority between federal, state, and municipal governments.
A estrutura federada do Brasil divide a autoridade entre governos federal, estadual e municipal.