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Insights Using machine learning to predict the value of ad requests

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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

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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.