A municipal architect places Spark beside HDFS, YARN, Kafka, and related tools rather than treating it as a lone product. What idea does that convey?
Select an answer to reveal the explanation.
Short Explanation
Spark is one band member, not the whole parade. It usually plays with HDFS, YARN, Kafka, and friends in the open-source Big Data ecosystem. You do not have to fire the rest of the band for Spark to show up.
Full Explanation
Apache Spark is designed to operate within a broader open-source Big Data ecosystem that commonly includes storage, resource management, and messaging components. It need not replace HDFS, YARN, and Kafka to run. Claims that open-source stacks become illegal or that only proprietary mainframes may host Spark misrepresent the ecosystem view.