Building Real-Time IoT & Telemetry Dashboards with WebSockets & Time-Series Databases

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Building Real-Time IoT & Telemetry Dashboards with WebSockets & Time-Series Databases

Industrial manufacturing, connected logistics, and smart energy grids generate millions of sensor events per minute. Engineering real-time monitoring interfaces requires specialized time-series storage and low-latency bidirectional socket communication.

Building Real-Time IoT & Telemetry Dashboards with WebSockets & Time-Series Databases

The IoT Ingestion and Visualization Stack

  • Ingestion Layer: EMQX or Mosquitto MQTT broker handling hundreds of thousands of concurrent device connections.
  • Storage Layer: TimescaleDB (PostgreSQL hypertables) or ClickHouse providing columnar compression and microsecond analytical query times.
  • Delivery Layer: High-efficiency WebSockets with binary protocol buffers (Protobuf) streaming live telemetry to interactive Next.js dashboards.

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