학술논문

Defect-based reliability analysis for mission-critical software
Document Type
Conference
Source
Proceedings 24th Annual International Computer Software and Applications Conference. COMPSAC2000 Computer software and applications Computer Software and Applications Conference, 2000. COMPSAC 2000. The 24th Annual International. :439-444 2000
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Mission critical systems
Information analysis
Software reliability
Software testing
Software systems
Computer science
Application software
Data analysis
Software measurement
Command and control systems
Language
ISSN
0730-3157
Abstract
Most software reliability methods have been developed to predict the reliability of a program using only data gathered during the resting and validation of a specific program. Hence, the confidence that can be attained in the reliability estimate is limited since practical resource constraints can result in a statistically small sample set. One exception is the Orthogonal Defect Classification (ODC) method, which uses data gathered from several projects to track the reliability of a new program, Combining ODC with root-cause analysis can be useful in many applications where it is important to know the reliability of a program for a specific type of a fault. By focusing on specific classes of defects, it becomes possible to (a) construct a detailed model of the defect and (b) use data from a large number of programs. In this paper, we develop one such approach and demonstrate its application to modeling Y2K defects.