Sizing for Bursty AI Traffic — Practitioner Planning Lens
human-led
First, AI Platform Reliability Engineer performs Characterize Arrival Pattern. Next, AI Platform Reliability Engineer performs Estimate Concurrency Distribution. Next, AI Platform Reliability Engineer performs Estimate Peak Capacity Demand. Next, AI Platform Reliability Engineer performs Convert Workload Demand to Capacity Units. Finally, AI Platform Reliability Engineer performs Estimate Headroom Requirement.