How do you develop a backend system for handling IoT device data streams?

A real-time data capture and processing architecture would require the following components: - Use a scalable data ingestion service such as Kafka or AWS Kinesis that is compatible with one of the many IoT standard protocols (like MQTT or CoAP). - Process the data through real-time processing engines such as Apache Flink or Spark Streaming. - Store the data inside a scalable data lake, ideally a time-series compatible system such as InfluxDB.

data system-design