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A Software Platform for Solving PDEs on Distributed Systems: Implementation Issues and Performance Prediction

  • Chi Chung Hui*
  • , Mounir Hamdi
  • , Ishfaq Ahmad
  • *Corresponding author for this work
  • Hong Kong University of Science and Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper describes the implementation and performance of a parallel platform for solving partial differential equations (PDEs) on distributed systems. The platform has been implemented using PVM for a network of workstations. It allows the inclusion of a wide range of parameters and programming aids. The PDEs are specified in the form of finite difference equations. With a given set of parameters and a partitioning strategy, the platform provides facilities to record and predict the performance of an application before running it. The performance prediction model helps the user to identify the major bottlenecks of the platform such that by reducing them, the speedup can be improved. We also present analysis of various factors that can have drastic effect on the speedup, which allows the user to tune a number of parameters to maximize the performance.

Original languageEnglish
Title of host publicationProceedings of the 19th Annual International Computer Software and Applications Conference, COMPSAC 1995
PublisherIEEE
Pages383-388
Number of pages6
ISBN (Print)081867119X
DOIs
Publication statusPublished - 1 Jan 1995
Externally publishedYes
Event19th Annual International Computer Software and Applications Conference, COMPSAC 1995 - Dallas, TX, USA, United States
Duration: 9 Aug 199511 Aug 1995

Publication series

NameProceedings - IEEE Computer Society's International Computer Software & Applications Conference
VolumeCOMPSAC 95. Proceedings., Nineteenth Annual International Com...
ISSN (Print)0730-3157

Conference

Conference19th Annual International Computer Software and Applications Conference, COMPSAC 1995
Country/TerritoryUnited States
CityDallas, TX, USA
Period9/08/9511/08/95

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