National Changhua University of Education Institutional Repository : Item 987654321/11880
English  |  正體中文  |  简体中文  |  全文笔数/总笔数 : 6489/11651
造访人次 : 29409810      在线人数 : 175
RC Version 3.2 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜寻范围 进阶搜寻


题名: Using MPI to Execute a FuzzyCLIPS Application in Parallel in Heterogeneous Computing Systems
作者: Wu, Chao-Chin;Lai, Lien-Fu;Chang, Yu-Shuo
贡献者: 資訊工程學系
日期: 2008-07
上传时间: 2012-07-02T02:25:43Z
出版者: IEEE
摘要: FuzzyCLIPS is a knowledge-base programming language designed especially for developing fuzzy expert systems. However, it usually requires much longer execution time than algorithmic languages. To address this problem, we propose to design a parallel version of FuzzyCLIPS to efficiently utilize the computing resources in emerging cluster and grid systems. MPI, the de-facto standard for parallel programming, is used to provide the facilities of parallelization and message passing. In contrast with previous researches using MPMD mode, we adopt SPMD programming model to ease the exploiting of data parallelism. Furthermore, to adapt to the heterogeneous computing resources, the FuzzyCLIPS inference engine is extended with a built-in function of load balancing to allocate appropriate amount of data to each process at the rum time. We have implemented a human resources Web site to evaluate the performance of the proposed parallel FuzzyCLIPS. The results show that we can garner superlinear speedup and provide a more reasonable response time.
關聯: The 8th IEEE International Conference on Computer and Information Technology (IEEE CIT'2008). Sydney, Australia, Jul. 8-11, 2008: 279-284
显示于类别:[資訊工程學系] 會議論文


档案 大小格式浏览次数



DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回馈