Research of Multicore-Based Parallel GaBP Algorithm with Dynamic Load-Balance.
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@Article{IJNAMB-5-123,
author = {Hanyuan Zheng, Anping Song, Zhixiang Liu, Lei Xu, },
title = {Research of Multicore-Based Parallel GaBP Algorithm with Dynamic Load-Balance.},
journal = {International Journal of Numerical Analysis Modeling Series B},
year = {2014},
volume = {5},
number = {1},
pages = {123--135},
abstract = {Based on Gaussian Belief Propagation(GaBP) algorithm for solving sparse symmetric linear equations, an iterative acceleration optimization method of GaBP is studied and a corresponding
optimized storage scheme is proposed. We explore the parallelism and load balancing
features of this algorithm and present a multicore-based parallel GaBP algorithm with dynamic
load-balance. The numerical results indicate that this algorithm can solve large scale sparse
symmetric linear equations with good results and high parallel effciency.},
issn = {},
doi = {https://doi.org/},
url = {http://global-sci.org/intro/article_detail/ijnamb/224.html}
}
TY - JOUR
T1 - Research of Multicore-Based Parallel GaBP Algorithm with Dynamic Load-Balance.
AU - Hanyuan Zheng, Anping Song, Zhixiang Liu, Lei Xu,
JO - International Journal of Numerical Analysis Modeling Series B
VL - 1
SP - 123
EP - 135
PY - 2014
DA - 2014/05
SN - 5
DO - http://doi.org/
UR - https://global-sci.org/intro/article_detail/ijnamb/224.html
KW -
AB - Based on Gaussian Belief Propagation(GaBP) algorithm for solving sparse symmetric linear equations, an iterative acceleration optimization method of GaBP is studied and a corresponding
optimized storage scheme is proposed. We explore the parallelism and load balancing
features of this algorithm and present a multicore-based parallel GaBP algorithm with dynamic
load-balance. The numerical results indicate that this algorithm can solve large scale sparse
symmetric linear equations with good results and high parallel effciency.
Hanyuan Zheng, Anping Song, Zhixiang Liu, Lei Xu, . (2014). Research of Multicore-Based Parallel GaBP Algorithm with Dynamic Load-Balance..
International Journal of Numerical Analysis Modeling Series B. 5 (1).
123-135.
doi:
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