Streaming Data Solution for Amazon Kinesis

The Streaming Data Solution for Amazon Kinesis provides AWS CloudFormation templates where data flows through producers, streaming storage, consumers, and destinations. To support multiple use cases and business needs, the Solution offers four CloudFormation template. Similar to the Streaming Data Solution for Amazon MSK, the templates are configured to apply best practices to monitor functionality using dashboards and alarms, and to secure data.


Automated configuration
Automatically configure the AWS services necessary to easily capture, store, process, and deliver streaming data.
Four template options
Choose from four different AWS CloudFormation template options. Test new service combinations for your production environment and improve existing applications.
Real-time use cases
Capture high-volume application logs, analyze clickstream data, continuously deliver to a data lake, and more.
Customizable source code
Customize the Solution's boilerplate code, and then use the monitoring capabilities to quickly transition from testing to production.

AWS Solution overview

The diagrams below present the four AWS CloudFormation templates that you can build using the Solution's implementation guide.
Solving with Solutions: AWS Streaming Data Solution for Amazon Kinesis
AWS Architecture Blog
Real-Time In-Stream Inference with AWS Kinesis, SageMaker, & Apache Flink

This post outlines the architecture to achieve real-time inference on streaming data using various AWS Services. It also covers the integration of Amazon Kinesis Data Analytics (KDA) with Apache Flink to asynchronously invoke underlying services or databases.

Read the full blog post 
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