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Article | 10-April-2018

Inferring Genome-Wide Gene Regulatory Networks with GPU or CPU Parallel Algorithm

use of thread binding technology; according to the calculated capacity allocation of multi-core CPU and GPU CPU and GPU gene in the mutual information calculation task to calculate the load balance of CPU and GPU; in the design of the new threshold calculation algorithm based on the design and implementation of memory efficient construction of global gene control network CPU /GPU parallel algorithm. The experimental results show that compared with the existing algorithms, this algorithm speed is

Ming Zheng, Mugui Zhuo, Shugong Zhang, Guixia Liu

International Journal of Advanced Network, Monitoring and Controls, Volume 2 , ISSUE 3, 15–19

Article | 10-April-2018

Association Rule Mining Based on Estimation of Distribution Algorithm for Blood Indices

update the population, the algorithm increases the convergence speed and enhances the searching ability, compared to GA. In the experiment of mining association, rules in blood indices data, PBIL algorithm performs better not only in running time, convergence speed, but also achieve better searching results. Meanwhile, this paper proposed a parallel algorithm for association rule mining based on PBIL and designed a system architecture based on cloud computing for blood indices analysis, providing a

Xinyu Zhang, Botu Xue, Guanghu Sui, Jianjiang Cui

International Journal of Advanced Network, Monitoring and Controls, Volume 2 , ISSUE 3, 20–26

Article | 10-April-2018

Research on Tool Path Planning Method of NURBS Surface Based on CPU - GPU Parallel Computing

In order to deal with the inefficiency of trational serial tool path algorithms and incompatibility issues on the heterogeneous hardware platforms, this paper suggests a tool path planning method based on CPU-GPU(Central Processing Unit-Graphic Processing Unit) heterogeneous parallel computing. The method contra poses NURBS(Non-Uniform Rational B-Splines) surface which is abstracted as a matrix multiplication on the principle of isoparametric line tool path planning method. Then a parallel

Wujia Yu, Yangqiang Bi, Zhendong Li

International Journal of Advanced Network, Monitoring and Controls, Volume 2 , ISSUE 3, 45–48

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