Sizing for Bursty AI Traffic — Technical / AI-Assisted Lens
system led
First, AI Platform Engineer performs Characterize Arrival Pattern. Then, AI Platform Engineer performs Estimate Concurrency Distribution. Then, AI Platform Engineer performs Estimate Peak Capacity Demand. Then, AI Platform Engineer performs Convert Workload Demand to Capacity Units. Finally, AI Platform Engineer performs Estimate Headroom Requirement.