Data flow diagrams are a great tool for modeling data movement in technical architecture. They use simple and standardized symbols and notations, making them easy to understand and interpret.

The goal of data architecture is to translate business needs into data and system requirements, and to manage data and its flow through the enterprise. ... Data architecture vs. data modeling.

Data modeling refers to the architecture that allows data analysis to use data in decision-making processes. A combined approach is needed to maximize data insights. While the terms data analysis ...

Data architecture, however, spans the organization and takes a high-level, holistic view, whereas data modeling focuses on specific systems or business cases. In any case, the architecture or ...

In today’s data landscape, a distributed architecture is driven by the need for real-time insights, ... Regardless of size or operating model, this is not an all-or-nothing approach.

A data architecture for Digital Twins So, what kind of data architecture could one employ to model and process Digital Twins? To answer this, let's first expand the definition somewhat.