Cloud service platform for Julia programming on supercomputer

CORC > 软件研究所 > 软件所图书馆 > 期刊论文

	Cloud service platform for Julia programming on supercomputer
	Zhang, Changyou (1) ; Liu, Renfen (2) ; Duan, Shufeng (3) ; Zhu, Xiaomin (4) ; Liu, Wei (4)
刊名	International Journal of Grid and Distributed Computing
	2014
卷号	7 期号:4 页码:177-186
ISSN号	20054262
中文摘要	It is difficult to deeply develop computing ability of supercomputer through programming. There are two approaches to resolve this problem. The first is that programmer masters advanced knowledge about architecture of the supercomputer. The second is to construct a friendly programming environment to ease the difficulties in parallel programming. Julia is a scripting language which supports language-level high performance computing. It is easier to implement parallel algorithm in Julia language. So, we develop a programming supporting environment for Julia to edit and debug source code, and prepare a set of portable function library for heterogeneous supercomputers. These programs are sent to supercomputers through a message system. As job description, these Julia codes are scheduled to proper nodes and executed based on the portable function library. In the computing case of bus-line statistics, the parallel Julia program on 4 nodes achieved a speed up of 3.15x. © 2014 SERSC.
英文摘要	It is difficult to deeply develop computing ability of supercomputer through programming. There are two approaches to resolve this problem. The first is that programmer masters advanced knowledge about architecture of the supercomputer. The second is to construct a friendly programming environment to ease the difficulties in parallel programming. Julia is a scripting language which supports language-level high performance computing. It is easier to implement parallel algorithm in Julia language. So, we develop a programming supporting environment for Julia to edit and debug source code, and prepare a set of portable function library for heterogeneous supercomputers. These programs are sent to supercomputers through a message system. As job description, these Julia codes are scheduled to proper nodes and executed based on the portable function library. In the computing case of bus-line statistics, the parallel Julia program on 4 nodes achieved a speed up of 3.15x. © 2014 SERSC.
收录类别	EI
语种	英语
公开日期	2014-12-16
内容类型	期刊论文
源URL	[http://ir.iscas.ac.cn/handle/311060/17010]
专题	软件研究所_软件所图书馆_期刊论文
推荐引用方式 GB/T 7714	Zhang, Changyou ,Liu, Renfen ,Duan, Shufeng ,et al. Cloud service platform for Julia programming on supercomputer[J]. International Journal of Grid and Distributed Computing,2014,7(4):177-186.
APA	Zhang, Changyou ,Liu, Renfen ,Duan, Shufeng ,Zhu, Xiaomin ,&Liu, Wei .(2014).Cloud service platform for Julia programming on supercomputer.International Journal of Grid and Distributed Computing,7(4),177-186.
MLA	Zhang, Changyou ,et al."Cloud service platform for Julia programming on supercomputer".International Journal of Grid and Distributed Computing 7.4(2014):177-186.