11 citations · 17 across the 5 of their papers we have counts for
Showing cs.DCShow all
3 papers · 1 filter
cs.DC2018
Matrix Factorization on GPUs with Memory Optimization and Approximate Computing
Wei Tan, Shiyu Chang, Liana Fong +3
Matrix factorization (MF) discovers latent features from observations, which has shown great promises in the fields of collaborative filtering, data compression, feature extraction…
cs.DC2016
Analysis and Modeling of Social Influence in High Performance Computing Workloads
Shuai Zheng, Zon-Yin Shae, Xiangliang Zhang +2
Social influence among users (e.g., collaboration on a project) creates bursty behavior in the underlying high performance computing (HPC) workloads. Using representative HPC and c…
cs.DC2016★ 6 cited
Faster and Cheaper: Parallelizing Large-Scale Matrix Factorization on GPUs
Wei Tan, Liangliang Cao, Liana Fong
Matrix factorization (MF) is employed by many popular algorithms, e.g., collaborative filtering. The emerging GPU technology, with massively multicore and high intra-chip memory ba…