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- W2908056786 abstract "In this paper, we present an optimized data processing framework: Mimir+. Mimir+ is an implementation of MapReduce over MPI. In order to take full advantage of heterogeneous computing system, we propose the concept of Pre-acceleration to reconstruct a heterogeneous workflow and implement the interfaces of GPU so that Mimir+ can facilitate data processing through reasonable tasks and data scheduling between CPU and GPU. We evaluate Mimir+ via two benchmarks (i.e. the WordCount and large-scale matrix multiplication) on the Tianhe-2 supercomputing system. Experimental results demonstrate that Mimir+ achieves excellent acceleration effect compared with original Mimir." @default.
- W2908056786 created "2019-01-11" @default.
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- W2908056786 date "2018-01-01" @default.
- W2908056786 modified "2023-10-18" @default.
- W2908056786 title "Mimir+: An Optimized Framework of MapReduce on Heterogeneous High-Performance Computing System" @default.
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- W2908056786 doi "https://doi.org/10.1007/978-3-030-05677-3_18" @default.
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