Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann

The stream process needs to maintain a database containing the set of followers for each user so that it knows which timelines need to be updated when a new tweet arrives