Capture, store, process, and deliver real-time streaming data - Streaming Data Solution for Amazon Kinesis

Capture, store, process, and deliver real-time streaming data

Publication date: August 2020 (last update: October 2024)

The Streaming Data Solution for Amazon Kinesis allows you to capture, store, process, and deliver real-time streaming data. By automatically configuring the included AWS services, this solution helps you address real-time streaming use cases, for example:

  • Capture high volume application log files

  • Analyze website clickstreams

  • Process database event streams

  • Track financial transactions

  • Aggregate social media feeds

  • Collect IT log files

  • Continuously deliver to a data lake

This solution helps accelerate your development lifecycle by minimizing or eliminating the need to model and provision resources using AWS CloudFormation, setup preconfigured Amazon CloudWatch alarms set to recommended thresholds, dashboards, and logging, and manually implement streaming data best practices. This solution is data and logic agnostic, meaning that you can start with boilerplate code and then customize it to your needs.

The solution uses templates where data flows through producers, streaming storage, consumers, and destinations. Producers continuously generate data and send it to streaming storage where it is durably captured and made available for processing by a data consumer. Data consumers process the data and then send it to a destination.

To support multiple use cases and business needs, this solution offers four AWS CloudFormation templates. You can use this solution to test new service combinations as the basis for your production environment, and to improve existing applications. All templates are configured to apply best practices to monitor functionality using dashboards and alarms, and to secure data.

This implementation guide describes architectural considerations and configuration steps for deploying Streaming Data Solution for Amazon Kinesis in the Amazon Web Services (AWS) Cloud. It includes links to AWS CloudFormation templates that launch and configure the AWS services required to deploy this solution using AWS best practices for security and availability.

The intended audience for using this solution’s features and capabilities in their environment includes solution architects, business decision makers, DevOps engineers, data scientists, and cloud professionals.

This solution is a demo. We do not recommend using this to handle regulated data such as PII, HIPAA, and GPDR when deployed in production.