Hot Key Problem

Surge of interest for particular key over period of time

• We can add an in-memory cache in our clients so they aren't making so many requests to Redis for the same data
• We can store the same data in multiple keys and randomize the requests so they are spread across the cluster.
• We can add read replica instances and dynamically scale these with load.