Capacity Planning

Little's Law (L=λW), utilisation curves (W=S/(1−ρ)) and hyperbolic response-time growth, tail latency amplification in fan-out designs, percentile arithmetic (averages lie; can't average percentiles; t-digest/HdrHistogram), queues in series, thread pools as queueing systems; practical heuristics for capacity and tuning