How to minimize data transfers working with Spark in Spark?

Question

Q: How to minimize data transfers working with Spark in Spark?

Answer 1

The data transfer minimization and shuffling removal can be very much helpful in writing Spark programs that can run reliably. There are different ways of minimizing data transfers with Spark:

They are:

Using Accumulators

Using Broadcast Variable

Avoiding operations by key