Real-time data monitoring with AWS IoT Core and Imply Data

This article discusses using AWS IoT Core and Imply Data to build a real-time analytics application for monitoring and visualizing IoT device data. It covers the following:

• Benefits of sending IoT device data to Imply's Apache Druid system for real-time monitoring
• Overview of the solution architecture using AWS IoT Core, Amazon Kinesis Data Streams/Apache Kafka, and Imply Polaris
• Step-by-step guide to set up the solution:
  1. Connect IoT devices to AWS IoT Core
  2. Publish MQTT messages from devices to AWS IoT Core
  3. Set up IoT rules to route data to Kinesis Data Streams/Apache Kafka
  4. Ingest data from Kinesis/Kafka into Imply Polaris
  5. Build dashboards and visualizations in Imply for real-time monitoring
  6. Embed visualizations into applications using React and Express
• Conclusion highlighting the benefits of the combined solution across industries