The need for real-time data monitoring has increased with the rise of Industry 4.0, connected vehicles, and asset tracking in various industries such as automotive, energy, aerospace, and manufacturing. Sending IoT telemetry data to services like AWS IoT Core and Imply allows for businesses to gain insights, automate decision-making, and reduce costs. AWS IoT Core connects IoT devices to the cloud, while Imply’s Polaris, a version of Apache Druid, enables quick analytics and aggregation of sensor data in real-time.
Industries like networks, telecommunications, manufacturing, and logistics use Imply to monitor, visualize, and analyze telemetry data without preprocessing. The process involves connecting IoT devices to AWS IoT Core, publishing MQTT messages, configuring IoT rules, and routing the data to services like Amazon Kinesis or Apache Kafka. Once the data is in a stream, it can be ingested into Imply’s Apache Druid system for real-time analytics.
Creating a monitoring dashboard in Imply allows for visualization of the data and the creation of actionable insights. Incorporating visualizations with React and Express enables the integration of IoT event dashboards and visualizations directly into applications. The solution provides real-time visibility and monitoring across industries for alerting, predictive maintenance, and operational monitoring.
By combining AWS IoT Core and Imply, businesses can efficiently ingest, monitor, and analyze real-time telemetry data without the need for managing complex cloud infrastructure. Industries can deploy this solution for various use cases like real-time monitoring, alerting, and predictive maintenance. The collaboration between AWS and Imply provides a powerful solution for real-time analytics of event-driven data stored in Apache Druid.
Avinash Upadhyaya, Senior Product Manager at AWS IoT Core, is involved in defining product strategy and go-to-market strategy for IoT software services. Rohan Joshi, Director of Product Management at Imply Data, focuses on helping customers interact with their data stored in Apache Druid. Imply is featured as an AWS Partner offering real-time analytics solutions for event-driven data.
Article Source
https://aws.amazon.com/blogs/apn/real-time-data-monitoring-with-aws-iot-core-and-imply-data/
