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Hybrid GPU-CPU Retrieval for Personalized Search at Ultra-Large Scale

Fu, Hao et al.
arXiv (All) · Papers
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and-cluster-computingdistributedinformation-retrievalmachine-learningparallelperformance
Embedding-based retrieval on user-generated content at the trillion-document scale exposes a sharp conflict between two production demands: deep, expressive personalization for queries with rich user intent, and broad coverage of a massive inventory under fixed latency and resource budgets. We chara
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