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One‐sided on‐demand communication technology for the semi‐Lagrange scheme in the YHGSM
Author(s) -
Jiang Tao,
Guo Peiming,
Wu Jianping
Publication year - 2019
Publication title -
concurrency and computation: practice and experience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.309
H-Index - 67
eISSN - 1532-0634
pISSN - 1532-0626
DOI - 10.1002/cpe.5586
Subject(s) - scheme (mathematics) , overhead (engineering) , volume (thermodynamics) , computer science , communications system , on demand , mathematical optimization , distributed computing , mathematics , telecommunications , multimedia , physics , mathematical analysis , quantum mechanics , operating system
Summary Among the numerical weather prediction models proposed, the Yi‐he global spectral model (YHGSM) developed by the National University of Defense Technology provides two two‐sided communication schemes that perform parallel computing for the semi‐Lagrange convection. One is the maximum wind scheme, and the other is the on‐demand communication scheme. Although the latter can greatly reduce the communication volume, it needs to determine the communication pattern and interact with adjacent processes every time step, resulting in a limited performance improvement. This paper proposes an improved one‐sided optimization scheme that avoids the overhead caused by the determination of the communication structures. An experimental study demonstrates that the proposed one‐sided on‐demand scheme reduces the communication volume by more than 0.035% and the total number of communication operations by more than a half compared to the original two‐sided on‐demand scheme.