The service that enables customers to run big data frameworks such as Hadoop, Spark, and HBase in a managed cluster environment is the correct choice for processing extensive datasets that include batch jobs and interactive analytics. This service allows customers to focus on analytics without the operational burden of managing infrastructure. Other options may be used for computing but they do not offer the managed environment for big data and analytics frameworks, thereby increasing the operational complexity for the given use case.