Применение статистических моделей в инженерии качества процессов производства программных систем

L.Е. Matveeva, T.N. Gorislavets

Abstract


Ability to manage performance of software engineering processes contributes to the quality of developed software systems. By analyzing the processes’ models it is possible to gain deeper insight into the nature of the processes, control and improve them, and therefore enhance the software product quality. This paper presents the examples of the statistical process control methods use, namely Process Capability Baselines establishment and their analysis by means of control charts, and development of Process Performance Model which is used to predict the value of process performance measure.

References


CMMI Product Team, CMMI for Development, version 1.3 // SEI Technical Report CMU/SEI-2010-TR-033 (November 2010).

Матвеева Л. Е. Инженерия качества процессов производства программных систем с помощью сетей Петри // Проблеми Програмування. – 2010. – № 2-3. – С. 277–283.

Florac W., Park R., Carleton A. Practical Software Measurement: Measuring for Process Management and Improvement // Guidebook, CMU/SEI-97-HB-003. – 1997. – http://www.sei.cmu.edu/pub/documents/97.reports/pdf/97hb003.pdf

Shewhart W. Statistical Method from the Viewpoint of Quality Control // N.Y.: Dover Publ., Inc., 1939 (reprint 1986). – 163 p.

Матвєєва Л. Є., Волков В. А. Процес розробки програмного забезпечення. Від теорії до практики. – К., 2008.

Андон Ф.И., Коваль Г.И., Коротун Т.М., Лаврищева Е.М., Суслов В.Ю. Основы инженерии качества программных систем. Второе издание. НАН Украины Институт программных систем. – К.: «Академпериодика», 2007.

Stoddard R. W., Goldenson D. Approaches to Process Performance Modeling: A Summary from the SEI Series of Workshops on CMMI High Maturity Measurement and Analysis // SEI Technical Report CMU/SEI-2009-TR-021 (January 2010).

Дрейпер Н., Смит Г. Прикладной регрессионный анализ. Множественная регрессия. 3-е изд. – М.: «Диалектика», 2007.


Refbacks

  • There are currently no refbacks.