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Infrastructure How we built Twitter’s highly reliable ads pacing service

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Infrastructure Sharding, simplification, and Twitter’s ads serving platform

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Infrastructure Storing and retrieving millions of ad impressions per second

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Infrastructure How we fortified Twitter's real time ad spend architecture

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Infrastructure Accelerating ad product development at Twitter

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Infrastructure Building Twitter’s ad platform architecture for the future

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Insights A new approach: Metric learning for SplitNet

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Insights Using machine learning to predict the value of ad requests

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Insights Improving engagement on digital ads with delayed feedback

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Infrastructure A SplitNet architecture for ad candidate ranking

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