Engineering principle
Accuracy is the constraint, not throughput
At auction scale, throughput means nothing if the decision arrives wrong.
Industry reality
Drag to reveal moreEvery auction is lost before you notice it started
Ad exchanges demand a decision on every impression in the time it takes a page to paint.