In this lab, you will build a real-time data streaming architecture using Amazon Kinesis Data Streams and AWS Glue. You'll set up a data ingestion pipeline that captures, processes, and catalogues data to make it ready for real-time analytics. This AWS solution helps in reducing latency in data processing, ensuring that insights are available at the speed of your business needs. Construct a scenario where you integrate data from multiple sources into a single platform for consistent and streamlined analytics workflows.
Your company, DataStreamTech, is focusing on upgrading its real-time analytics capability to compete in the fast-paced technology market. By leveraging Amazon Kinesis and AWS Glue, your team is tasked with handling data streams from IoT devices deployed across various regions, ensuring data is processed with minimal delay to maintain a competitive edge.