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Pod as a Service S01 EP10: Data Instrumentation and Measurement

Alex Castrounis, Luke Libraro, and Skylar Roebuck discuss data instrumentation, measurement, and considerations in IoT solutions.

Topics discussed include:

  • Sensor accuracy and precision, including impact on costs
  • Data sampling rates and tradeoffs with cost, bandwidth, throughput, power requirements, etc.
  • Real-time, offline, on-device, and edge processing and analytics
  • Sensor calibration and offsets
  • Absolute vs relative sensor measurements
  • Proxy/analog data measurements
  • Data depth and processing required for machine learning applications


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