Insights Using machine learning to predict the value of ad requests

Twitter discusses a simple machine learning model that prioritizes ad requests based on how much revenue we expect to make from them.

Infrastructure A SplitNet architecture for ad candidate ranking

Recently, Twitter Engineering reimagined the architecture for a key stage in our ads serving funnel. We overhauled the system to modernize our ML platform and increase system stack simplicity.