Remove Data Schemas Remove Data Solutions Remove Database Design
article thumbnail

The Evolution of Customer Data Modeling: From Static Profiles to Dynamic Customer 360

phData: Data Engineering

. “ This sounds great in theory, but how does it work in practice with customer data or something like a ‘composable CDP’? Well, implementing transitional modeling does require a shift in how we think about and work with customer data. It often involves specialized databases designed to handle this kind of atomic, temporal data.

Data 52
article thumbnail

The Rise of Streaming Data and the Modern Real-Time Data Stack

Rockset

Companies that undertook big data projects ran head-long into the high cost, rigidity and complexity of managing complex on-premises data stacks. Lifting-and-shifting their big data environment into the cloud only made things more complex. What are the Key Layers of Your Modern Real-Time Data Stack?