A startup wants to give its data scientists on-demand access to GPU-backed virtual machines for experiments. Usage will be sporadic, and the company wants to pay only for the time the machines run. Which cloud characteristic is the company primarily relying on?
Measured service means the provider meters resource consumption and bills accordingly. Because the data scientists use GPU instances sporadically and the company wants to pay only while those machines run, the metered, pay-per-use billing model is the characteristic being leveraged. This directly ties cost to actual consumption rather than to a fixed owned asset.
Why this answer
The defining element in this scenario is that cost tracks actual consumption: GPU instances are provisioned on demand and billed only for the time they run. Measured service, with its metering and pay-as-you-go billing, is the cloud characteristic that enables this economic model, letting the startup avoid paying for idle hardware.
Exam trap
The trap here is conflating elasticity, which is about scaling capacity, with metered billing, which is about charging only for what is consumed.