The Second Way - Analyze Telemetry to Better Anticipate Problems and Achieve Goals

5 important questions on The Second Way - Analyze Telemetry to Better Anticipate Problems and Achieve Goals

Name a few techniques to analyze telemetry.

  • Standard deviations
  • Instrument and alert on undersired outcomes
  • Outlier detection

If Gaussian distribution (standard deviation) can't be used which technique is then an option?

Anomaly detection.

Name a few anomaly detection techniques.

  • Outlier detection
  • Smoothing
  • Fast fourier transforms
  • Kolmogorov-Smirnov test
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What's a fast fourier transform?

A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT).

What is outlier detection (anomaly detection)?

Is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data.

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