Wu Xiang jun, Huang Liping. Implementation of matrices-multiplication on super computer. J Appl Meteor Sci, 2005, 16(1): 121-128. .
Citation: Wu Xiang jun, Huang Liping. Implementation of matrices-multiplication on super computer. J Appl Meteor Sci, 2005, 16(1): 121-128. .

IMPLEMENTATION OF MATRICES-MULTIPLICATION ON SUPERCOMPUTER

  • The matrices multiplication is often used in NWP. On distributed systems, such as IBM-SP, the multiplication of two matrices requires data transpose and the efficient data communication are crucial to its performance. Two parallel algorithms are presented, one is based on column-row decomposition and another is based on mesh partition, and the implementation and communication-time of this two different methods are discussed. Results on IBM-SP show that the communication in mesh algorithm are less and the improvement on speedup is up to 10%.
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