Generate process metrics to analyze historical trends in resource consumption

This article details how Netflix improved the efficiency of collecting and analyzing live process metrics by 100x. They achieved this by shifting from collecting detailed, high-cardinality data to focusing on aggregated summaries and statistical sketches, reducing data volume without significantly impacting observability. This "scaling down" approach allowed for faster processing, improved alerting, and better overall system performance monitoring.