TY - GEN
T1 - A finite queuing model with generalized modified Weibull testing effort for software reliability
AU - Zhang, Nan
AU - Cui, Gang
AU - Liu, Hong Wei
PY - 2011
Y1 - 2011
N2 - This study incorporates a generalized modified Weibull (GMW) testing effort function (TEF) into failure detection process (FDP) and fault correction process (FCP). Although some researchers have been devoted to model these two processes, the influence of the amount of resources on lag of these two processes is not discussed. The amount of resources consumed can be depicted as testing effort function (TEF), and can largely influence failure detection speed and the time to correct a detected failure. Thus, in this paper, we will integrate a TEF into FDP and FCP. Further, we show that a GMW TEF can be expressed as a TEF curve, and present a finite server queuing (FSQ) model which permits a joint study of FDP and FCP two processes. An actual software failure data set is analyzed to illustrate the effectiveness of proposed model. Experimental results show that the proposed model has a fairly accurate predication capability. (Abstract)
AB - This study incorporates a generalized modified Weibull (GMW) testing effort function (TEF) into failure detection process (FDP) and fault correction process (FCP). Although some researchers have been devoted to model these two processes, the influence of the amount of resources on lag of these two processes is not discussed. The amount of resources consumed can be depicted as testing effort function (TEF), and can largely influence failure detection speed and the time to correct a detected failure. Thus, in this paper, we will integrate a TEF into FDP and FCP. Further, we show that a GMW TEF can be expressed as a TEF curve, and present a finite server queuing (FSQ) model which permits a joint study of FDP and FCP two processes. An actual software failure data set is analyzed to illustrate the effectiveness of proposed model. Experimental results show that the proposed model has a fairly accurate predication capability. (Abstract)
KW - failure detection process
KW - fault correction process
KW - finite server queuing
KW - software reliability
KW - testing effort function
UR - https://www.scopus.com/pages/publications/84860493540
U2 - 10.1109/ICCSNT.2011.6181985
DO - 10.1109/ICCSNT.2011.6181985
M3 - 会议稿件
AN - SCOPUS:84860493540
SN - 9781457715846
T3 - Proceedings of 2011 International Conference on Computer Science and Network Technology, ICCSNT 2011
SP - 401
EP - 406
BT - Proceedings of 2011 International Conference on Computer Science and Network Technology, ICCSNT 2011
T2 - 2011 International Conference on Computer Science and Network Technology, ICCSNT 2011
Y2 - 24 December 2011 through 26 December 2011
ER -