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Sep 4, 2026 · Operations
Capacity Prediction at 10M QPS: From Gut Feel to Data-Driven Decisions
This article explains why experience-based capacity planning fails at 10M QPS scale and presents a data-driven framework separating business demand, system load, and resource capacity, using prediction intervals, error feedback loops, and incremental model building to turn vague traffic estimates into verifiable resource decisions.
Capacity PlanningQPS scalingdata-driven operations
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