IEEE - Institute of Electrical and Electronics Engineers, Inc. - Iterative sparse matrix-vector multiplication on in-memory cluster computing accelerated by GPUs for big data

2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

Author(s): Jiwu Peng ; Zheng Xiao ; Cen Chen ; Wangdong Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2016
Conference Location: Changsha, China
Conference Date: 13 August 2016
Page(s): 1,454 - 1,460
ISBN (Electronic): 978-1-5090-4093-3
ISBN (USB): 978-1-5090-4092-6
DOI: 10.1109/FSKD.2016.7603391
Regular:

Iterative SpMV (ISpMV) is a key operation in many graph-based data mining algorithms and machine learning algorithms. Along with the development of big data, the matrices can be so large, perhaps... View More

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