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Overview

Pet project to capture, consume, store and analyse data from sensors.

The architecture consists of three key components:

  1. sensor-device - Colocated sensors + IO board to capture raw data. Sensors can be colocated on a single device (monolith), or split out across multiple devices.
  2. sensor-hub - Central hub used in the field to aggregate sensor data from multiple devices, process and route onwards to the backend.
  3. backend - Scaled compute, storage and analytics system for the sensor data.

Implementation

For this project, we are using a single monolithic sensor device with all sensors and an LCD attached to a one IO board. The following overviews the key implementation technologies used:

  • sensor-device
    • Genuino 101 with Bluetooth LE
    • Sunfounder components:
      • Basic Temperature-humidity Sensor (DHT11)
      • Barometric Pressure/Temperature/Altitude Sensor (BMP180)
      • Digital Temperature Sensor (DS18B20)
      • I2C LCD (LCD1602)
  • sensor-hub
    • Raspberry Pi 2
    • Bluetooth 4.0 LE USB micro adaptor
    • Python consumer service using bluepy
  • backend
    • Server-side Akka/Spark cluster (TODO)

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Capture, storage and analysis of sensor data - Arduinio, Python, Akka and Spark

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