Pearson Addison-Wesley Figure 1. Spark standalone cluster application components All Spark components—including the driver, master, and executor processes—run in Java virtual machines.

Apache Spark has become the de facto standard for processing data at scale, whether for querying large datasets, training machine learning models to predict future trends, or processing streaming ...