A streamlined flow of data leads to accelerated application performance and increases stability. Data operations solutions help you manage streaming data, create high availability and failover, monitor data performance, visualize your workflows, and connect multiple application data sources to work together. Reliable, tuned data operations will enable a reliable application environment. This saves your development team hassle while helping them deliver a consistent customer experience. The Streaming Data Solution for Amazon Kinesis comes with deployment options and their accompanying AWS CloudFormation templates that are configured to apply best practices for streaming data, including data monitoring through dashboards and alarms, as well as data security. Streaming data must be durably captured by massively scalable storage that is capable of handling high data volume from data producers. A producer can be thousands of data sources, each generating streaming data continuously and which typically submits records simultaneously and in small sizes (kilobytes).