GPU capacity cannot always appear instantly, especially with model load times and scarce accelerators.
CAPACITY ENGINEERINGAI SRE
Handle Traffic Bursts
AI systems need explicit strategies for sudden demand that exceeds normal serving capacity.
During a product launch, the gateway routes overflow to a secondary provider and caps low-priority generation lengths.
What is the burst hierarchy: queue, route, degrade, reject or shed?
REMEMBERA burst plan is better than hoping autoscaling is fast enough.
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