Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation

Personalized recommendation is an important class of deep-learning applications that powers a large collection of internet services and consumes a considerable amount of datacenter resources. As the scale of production-grade recommendation systems continues to grow, optimizing their serving performa...

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Bibliographische Detailangaben

Hauptverfasser:	Ke, Liu, Gupta, Udit, Hempstead, Mark, Wu, Carole-Jean, Lee, Hsien-Hsin S, Zhang, Xuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Distributed, Parallel, and Cluster Computing
Online-Zugang:	Volltext bestellen
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