AWS Solution with a CloudFormation template for an ingestion mechanism for analytics about device connectivity and activity (i.e. sensor readings), as well as a dashboard for visualizing this data.

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Real-Time IoT Device Monitoring with Kinesis Data Analytics

nd-to-End Real-Time IoT Telemetry Pipeline. Streams high-frequency hardware metrics from an edge device to AWS using Kinesis Data Streams. Implements a Lambda Architecture with a Hot Path (DynamoDB) for sub-second monitoring and a Cold Path (S3) for historical Big Data archiving. Fully automated via Terraform (IaC) and visualized with Streamlit.