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cs.DC2020
Efficient Matrix Factorization on Heterogeneous CPU-GPU Systems
Yuanhang Yu, Dong Wen, Ying Zhang +3
Matrix Factorization (MF) has been widely applied in machine learning and data mining. A large number of algorithms have been studied to factorize matrices. Among them, stochastic…
cs.DC2020
Graph3S: A Simple, Speedy and Scalable Distributed Graph Processing System
Xubo Wang, Lu Qin, Lijun Chang +3
Graph is a ubiquitous structure in many domains. The rapidly increasing data volume calls for efficient and scalable graph data processing. In recent years, designing distributed g…