2 ms·
Sure. 100T/day * 1day/86400sec ~= 1B/sec. They're probably considering at least a few hundred candidates per impression, and every impression is going to go thr
by GeneralMayhem 3y ago
Sure. 100T/day * 1day/86400sec ~= 1B/sec. They're probably considering at least a few hundred candidates per impression, and every impression is going to go through _at least_ two models (relevance and pCTR/revenue), so you could get there just with online serving at 5Mqps, which is plausible. But they're also going to be doing a lot of stuff in batch - spam predictions, ad budget forecasts, etc - so that every candidate actually runs through four or five different models, and every actual impression could do more than that.