New data sources such as sensors, social media, and telematics along with new forms of analytics such as text and graph analysis have necessitated a new data lake design pattern to augment traditional ...

A data lake design pattern is that plan. The design pattern consists of intellectual property based on enterprise-class best practices combined with products co-developed from a stream of successful ...

This data design pattern, also known as 'multi-hop' architecture, logically organizes data in the lakehouse by creating three distinct layers, each improving data quality and structure.

The data warehouse architecture and the data lake design pattern have converged to form a new, richer data architecture, a new report says, and both have already gone mainstream in the cloud.

Not only does the data lake require large amounts of computing power and storage access, it has to be integrated with cutting-edge analytics, automation, orchestration and machine intelligence. And ...