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Using performance analysis to identify candidate operations for GIS software parallelization

Research output: Contribution to journalArticle

Original languageEnglish
Pages (from-to)347-360
Number of pages14
JournalTransactions in GIS
Volume2
Issue number4
DOIs
Publication statusPublished - Dec 1997

Abstract

This paper examines the potential impact of parallel computing on the computational performance of GIS. Performance analyses on existing GIS operations, vector topology creation and interpolation, in commercial GIS products in a serial environment are used to work out the critical computational factors that determine elapsed time performance. Analyses reveal that the extraction of all data necessary to perform a GIS operation at a particular geographical locality dominates the I/O and CPU resource usage. For GIS to benefit from parallel computing, the performance of this task must be addressed.

ID: 793329