Title :
Updates to the Schneidewind software reliability model in SMERFS
Author :
Fair, W.H. ; Crigler, John R. ; Wallace, Dolores R.
Author_Institution :
Adv. Comput. Technol. Div. (B10), Naval Surface Warfare Center, Dahlgren, VA, USA
Abstract :
This paper describes research performed to augment the capabilities of the statistical modeling and estimation of reliability functions for systems (SMERFS) software suite. Enhancements to the Schneidewind software reliability model, which features optimal selection of failure data for predicting failure counts, were made to enable clearer interpretation of that model´s results. These enhancements included the addition of risk assessment measures and modifications to the model´s optimal point selection procedure. An analysis of an actual data set from a NASA Goddard Space Flight Center project that was used to validate these additions to SMERFS is included.
Keywords :
risk management; software reliability; statistical analysis; NASA Goddard Space Flight Center project; SMERFS software; Schneidewind software reliability model; optimal point selection procedure; risk assessment; statistical modeling; Aerospace safety; Hardware; Military computing; NASA; Predictive models; Risk management; Software reliability; Software safety; Solid modeling; Space technology;
Conference_Titel :
Software Reliability Engineering, 2004. ISSRE 2004. 15th International Symposium on
Print_ISBN :
0-7695-2215-7
DOI :
10.1109/ISSRE.2004.45