An approach to modelling long-term growth trends in software systems

被引:15
|
作者
Lehman, MM [1 ]
Ramil, JF [1 ]
Sandler, U [1 ]
机构
[1] Imperial Coll Sci Technol & Med, Dept Comp, London SW7 2BZ, England
关键词
D O I
10.1109/ICSM.2001.972735
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Three related models of growth, consistent with the view that complexity, constrains system growth, were fitted to empirical data relating to four software systems. Predictive accuracy, of the models, measured in Mean Magnitude of Relative Error, ranges from approximately 2 to 17 percent of the quantitative data. The modelling approach emphasises simple models that, nevertheless, provide a basis for evolution planning and management tools. These and previous results suggest that it is meaningful to search for models of this kind, though the presence of discontinuities in the trends and the extent to which the latter are restricted to individual processes or specific domains need to be further investigated. The work presented here has been pursued as part of the FEAST/2 (Feedback, Evolution And Software Technology) project.
引用
收藏
页码:219 / 228
页数:4
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