For a topic overview, start with an Introduction to Use Cases
Real time analytics is about taking the types of analytical queries that would typically run on static or slow-changing data and instead running them on real-time (streaming) data.
Definitions
Real-Time
Analytics
Background
The vast majority of analytical queries