The structural backbone of the book is the . Reis and Housley define this lifecycle as the stages through which data flows, transforming from raw inputs into actionable assets. The lifecycle consists of five primary stages: Generation
: Separating these two layers to scale processing power independently from storage capacity, optimizing cloud costs. Why You Need This Framework Fundamentals of Data Engineering by Joe Reis PDF