Reference data models may include multiple diagrams depending on how data is used in the organization. They often include the following: A conceptual data model depicting business entities ...

By following these guidelines early in your data architecture process, you can avoid serious problems in the future. Topics Spotlight: New Thinking about Cloud Computing ...

Generative artificial intelligence disrupted the enterprise in 2023 and is now a must-have consideration in 2024 plans.With this in mind, technical professionals must strive to enhance and modernize ...

A modern data architecture consists of the following components, according to IT consulting firm BMC: Data pipelines. A data pipeline is the process in which data is collected, moved, and refined.

The cloud also encourages wasteful development behavior and data architecture: A lot of data is needlessly transferred to the cloud and back, while it is really primarily used and useful on the edge.

There are tensions and trade-offs in decisions about data architecture. But leading CDOs are bringing structure, tools, and governance to embed analytics and deliver "data as a service." ...

Data quality delivered through simplified schema: A data lakehouse comes with a dual-layered architecture where a warehouse layer is embedded over a data lake enforcing schema which provides data ...

Dr. Prakriteswar Santikary, chief data officer at ERT, spoke at Data Architecture Summit 2018 Conference last month about data lake architecture his team developed at their clinical research organizat ...

Architects from both sides – data and security – should collaborate from the outset to ensure the following base criteria are satisfied and integrated into any project: ...

If the data architecture is not addressed and controlled throughout the Golden Dome’s life cycle, component interoperability, system surety, and weapon system effectiveness will all suffer.