Handling IOT device data streams ?

[BugNoJutsu]

Explain how you would develop a backend system for handling IOT device data streams

[bouzayenilyes]

Real-Time Data Capture and Processing Architecture

A real-time data capture and processing system typically involves the following components:

1. Data Ingestion
   Use a scalable data ingestion service such as Apache Kafka or AWS Kinesis.
   These services should support standard IoT protocols like MQTT or CoAP for seamless integration with IoT devices.

2. Real-Time Processing
   Process the ingested data using real-time processing engines such as Apache Flink or Spark Streaming.
   These engines allow you to perform analytics, transformations, and aggregations on the data as it arrives.

3. Data Storage
   Store processed data in a scalable data lake, ideally one that supports time-series data.
   Examples include InfluxDB or other time-series optimized storage solutions.

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This architecture ensures efficient ingestion, real-time processing, and scalable storage of high-volume streaming data.