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document
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Xu, S. (author), Xue, W. (author), Lin, H.X. (author)
In this article, we discuss the performance modeling and optimization of Sparse Matrix-Vector Multiplication (SpMV) on NVIDIA GPUs using CUDA. SpMV has a very low computation-data ratio and its performance is mainly bound by the memory bandwidth. We propose optimization of SpMV based on ELLPACK from two aspects: (1) enhanced performance for the...
journal article 2011
Source URL (retrieved on 2024-06-18 09:52): https://repository.tudelft.nl/islandora/search/subject%3A%22GPU%22?collection=research&f%5B0%5D=mods_name_personal_author_namePart_family_ss%3A%22Xu%22&f%5B1%5D=mods_subject_topic_ss%3A%22matrix%22