Capacity Planning and Elastic Scaling in Practice
Overview Capacity planning is a core SRE responsibility. The Google SRE Book treats capacity planning as “proactive work,” emphasizing data-driven forecasting over experience-based guessing. A team without capacity planning either gets crushed by traffic during peaks or wastes significant resource costs during valleys. This article systematically covers capacity planning engineering practices across four dimensions: metric collection, data modeling, Kubernetes elastic scaling configuration, and pitfall avoidance. For a systematic methodology on capacity planning, see Google SRE Book - Capacity Planning and its discussion of capacity planning and cascading failures....