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P-CAM: a framework for parallel complex systems simulations

P-CAM: 为平行复杂系统模拟的一个框架

作     者:Schoneveld, A de Ronde, JF 

作者机构:Univ Amsterdam Fac Math Comp Sci Phys & Astron NL-1098 SJ Amsterdam Netherlands Minist Transport Publ Works & Water Management Directorate Gen Publ Works & Water Management Sur NL-2600 GA Delft Netherlands 

出 版 物:《FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE》 (下代计算机系统)

年 卷 期:1999年第16卷第2-3期

页      面:217-234页

核心收录:

学科分类:08[工学] 0812[工学-计算机科学与技术(可授工学、理学学位)] 

基  金:The authors of this paper would like to thank Peter Sloot for his contributions and the MacNeal Schwendler Corporation (MSC) for their support 

主  题:Computer systems programming 

摘      要:History has taught that the design and implementation of an efficient parallel simulation program is a tedious and error prone process. Methods that can circumvent the parallelization steps in this process are usually warmly welcomed by parallel simulation architects. In this paper we introduce a Parallel Cellular Automata Modeling, environment (P-CAM) for doing spatial load balancing on arbitrary connected grids or task graphs. This environment adopts an object oriented application framework in which we can instantiate a variety of simulation problems. We have implemented a kernel, based on this framework, which facilitates dynamic load balancing and supports process migration and irregular interprocess communication patterns. The design of the kernel enables a transparent implementation of complex systems models onto arbitrary parallel computer systems. We show that the design of a parallel simulation program can be assisted by using the P-CAM kernel. (C) 1999 Elsevier Science B.V. All rights reserved.

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