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In order to avoid discovering our system at large scale the first time we'll need it, perform load testing at moderately large scale to assess:
does the service scale properly ?
what's the end-to-end RTF (with temporal overhead, preprocessing, machine provisioning and so on): "how many hours does it take to transcribe end-to-end X hours of audio"
how much does it cost ?
is worker startup fast enough for small volumes of documents ?
In order to avoid discovering our system at large scale the first time we'll need it, perform load testing at moderately large scale to assess: