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Intelligent Delivery: Making Every Unit of Compute Serve Better Ads

Our short summary of Meta’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on engineering.fb.com (opens in a new tab)

Problem

Ads ranking needed more compute than available, hurting performance and latency.

Solution

Created an ML‑driven adaptive layer that predicts each request’s value and routes compute to the most useful models, hardware, and stages in real time.

≈10% ranking performance boost

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on engineering.fb.com (opens in a new tab)

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