“This is a repackaged open-source software product that incurs additional charges for application deployment and AMI support and compliance. Apache Spark is a high-speed, versatile cluster computing system. It offers high-level APIs in Java, Scala, Python, and R, along with an optimized engine capable of handling general execution graphs. Additionally, it provides a robust set of higher-level tools, including:

Spark SQL for SQL and structured data processing.
MLlib for machine learning.
GraphX for graph processing.
Spark Streaming for real-time data processing.”