What is shuffle read & shuffle write in Apache Spark

Question

In below screenshot of Spark admin running on port 8080 :

The \"Shuffle R

Answer 1

I believe you have to run your application in cluster/distributed mode to see any Shuffle read or write values. Typically "shuffle" are triggered by a subset of Spark actions (e.g., groupBy, join, etc)