Introduction

1. What This Module Covers

Earlier modules focused on individual requests answered within milliseconds, while this module examines hourly revenue, fraud patterns, and features computed over large histories. Their input is a continuous flow of clicks, order events, and table changes; data engineers build these systems, but every engineer must understand where dashboard values originate.

These workloads introduce constraints that request-response designs rarely expose