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

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

14 March 2022
Liu Ke
Udit Gupta
Mark Hempstead
Carole-Jean Wu
Hsien-Hsin S. Lee
Xuan Zhang
ArXivPDFHTML

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

2 / 2 papers shown
Title
ElasticRec: A Microservice-based Model Serving Architecture Enabling
  Elastic Resource Scaling for Recommendation Models
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models
Yujeong Choi
Jiin Kim
Minsoo Rhu
32
1
0
11 Jun 2024
RecNMP: Accelerating Personalized Recommendation with Near-Memory
  Processing
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
Liu Ke
Udit Gupta
Carole-Jean Wu
B. Cho
Mark Hempstead
...
Dheevatsa Mudigere
Maxim Naumov
Martin D. Schatz
M. Smelyanskiy
Xiaodong Wang
41
213
0
30 Dec 2019
1