SmartNIC-Offloaded Worker Node for Storage-Compute Disaggregated Recommendation System

Deep learning-based recommendation systems are commonly used to provide personalized recommendations. In a common storage-compute disaggregated inference architecture, the inference speed of the recommendation system is limited by the internode network transmission bottleneck caused by embedding que...

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Autore principale:	SHI Ruixin, YAN Ming, WU Jie
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Editorial Office of Computer Engineering 2026-03-01
Serie:	Jisuanji gongcheng
Soggetti:	smartnic|recommendation system|storage-compute disaggregation|cache management|embedding look up|performance optimization
Accesso online:	https://www.ecice06.com/fileup/1000-3428/PDF/69251.pdf
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