Carlos Aguni

Highly motivated self-taught IT analyst. Always learning and ready to explore new skills. An eternal apprentice.

Capacity Planning

05 Jun 2022 »

A Systematic Approach to Capacity Planning in the Real World

https://www.slideshare.net/arunkejariwal/a-systematic-approach-to-capacity-planning-in-the-real-world

  • Metrics
    • Average, Standard deviation, 95th, 99th percentile
  • Techniques
    • Moving Average - EMA (exponential moving average)
    • Correlation
    • Beta Analysis
    • MACD
    • Forecasting - ARIMA
  • Limitations
    • Changing usage patterns
      • Organic growth, behavioral, cultural

Beta analysis

Rolling Beta