Answer / Rohit Sah

In a Spark cluster setup, it's not necessary to install Apache Spark on all the nodes. Instead, you typically have a master node (where Spark runs the application manager) and multiple slave nodes (where executors run tasks). The number of slaves can be increased or decreased as needed.

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