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- The driver runs the main() function, creates the SparkContext/SparkSession, plans jobs, and schedules tasks to executors. Executors are JVM processes that run tasks and hold cached data. Workers are nodes hosting executors. The cluster manager (YARN, Kubernetes, Standalone) allocates resources.