Approach of generating parallel programs from parallelized algorithm design strategies  被引量:4

Approach of generating parallel programs from parallelized algorithm design strategies

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作  者:WAN Jian-yi LI Xiao-ying 

机构地区:[1]College of Computer Information and Engineering, Jiangxi Normal University, Nanchang 330022, China

出  处:《The Journal of China Universities of Posts and Telecommunications》2008年第3期128-132,共5页中国邮电高校学报(英文版)

基  金:National Natural Science Foundation of China (60773054);National Basic Research Program of China (2003CCA02800)

摘  要:Today, parallel programming is dominated by message passing libraries, such as message passing interface (MPI). This article intends to simplify parallel programming by generating parallel programs from parallelized algorithm design strategies. It uses skeletons to abstract parallelized algorithm design strategies, as well as parallel architectures. Starting from problem specification, an abstract parallel abstract programming language+ (Apla+) program is generated from parallelized algorithm design strategies and problem-specific function definitions. By combining with parallel architectures, implicity of parallelism inside the parallelized algorithm design strategies is exploited. With implementation and transformation, C++ and parallel virtual machine (CPPVM) parallel program is finally generated. Parallelized branch and bound (B&B) algorithm design strategy and paraUelized divide and conquer (D & C) algorithm design strategy are studied in this article as examples. And it also illustrates the approach with a case study.Today, parallel programming is dominated by message passing libraries, such as message passing interface (MPI). This article intends to simplify parallel programming by generating parallel programs from parallelized algorithm design strategies. It uses skeletons to abstract parallelized algorithm design strategies, as well as parallel architectures. Starting from problem specification, an abstract parallel abstract programming language+ (Apla+) program is generated from parallelized algorithm design strategies and problem-specific function definitions. By combining with parallel architectures, implicity of parallelism inside the parallelized algorithm design strategies is exploited. With implementation and transformation, C++ and parallel virtual machine (CPPVM) parallel program is finally generated. Parallelized branch and bound (B&B) algorithm design strategy and paraUelized divide and conquer (D & C) algorithm design strategy are studied in this article as examples. And it also illustrates the approach with a case study.

关 键 词:parallel programming SKELETONS algorithm design strategy parallel architecture 

分 类 号:TN911[电子电信—通信与信息系统]

 

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