Trace sampling reduces volume without fixing a cost ceiling
Trace sampling selects which recorded work reaches the tracing pipeline. It can reduce export traffic and storage, but a configured percentage is not a strict ceiling on bytes, processor time, or money. Requests produce different numbers of spans, attributes vary in size, and traffic itself changes. A one-percent policy applied to a sudden tenfold traffic increase can still produce roughly ten times as much sampled data. ...