个人信息Personal Information
副教授
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:计算机科学与技术学院
电子邮箱:lijm@dlut.edu.cn
A Parallel Dynamic Programming algorithm based on GPU-acceleration
点击次数:
论文类型:期刊论文
发表时间:2011-09-01
发表刊物:ICIC Express Letters
收录刊物:EI、Scopus
卷号:5
期号:9 B
页面范围:3511-3516
ISSN号:1881803X
摘要:Parallel Dynamic Programming, though a popular and robust strategy for solving the large scale single shortest path problems, is sometimes inconvenient to be used as the number of node is restricted by execution time and the parallel machines are relatively difficult to use, manage, maintain and may not be accessible to most re- searchers. In this paper, we propose a parallel dynamic programming method based on GPU-acceleration, which maps parallel DP algorithm to thread block on consumer-level graphics cards. The analytical results demonstrate that the proposed method increases the number of node, speeds up its execution and provides a feasible parallel DP solution for ordinary users. ? 2011 ISSN 1881-803X.