Apache Spark is a high-performance cluster computing framework that provides several useful tools for data computing and processing. This roadmap provides information about the topics most needed by users who plan to use Spark, especially on high-performance computing systems. Hover over a topic to get a brief description about the content. (Target audience: XSEDE users performing big data analysis)