Software reliability modeling of fault detection and correction processes

Yanjun Shu; Zhibo Wu; Hongwei Liu; Xiaozong Yang

doi:10.1109/RAMS.2009.4914730

Software reliability modeling of fault detection and correction processes

Yanjun Shu^*
, Zhibo Wu
, Hongwei Liu
, Xiaozong Yang

^*Corresponding author for this work

School of Computer Science and Technology, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

In this paper, both fault detection and correction processes are considered in software reliability growth modeling. The dependency of the two processes is first studied from the viewpoint of the fault number in two ways. One is the ratio of corrected fault number to detected fault number, which appears S-shaped. And the other is the difference between the detected fault number and corrected fault number, which appears Bell-shaped. Then based on the ratio and difference functions, two software reliability models are proposed for both fault detection and correction processes. The proposed models are evaluated by a data set of software testing. The experimental results show that the new models fit the data set of fault detection and correction processes very well.

Original language	English
Title of host publication	2009 Proceedings - Annual Reliability and Maintainability Symposium, RAMS 2009
Pages	521-526
Number of pages	6
DOIs	https://doi.org/10.1109/RAMS.2009.4914730
State	Published - 2009
Externally published	Yes
Event	2009 - Annual Reliability and Maintainability Symposium, RAMS 2009 - Fort Worth, TX, United States Duration: 26 Jan 2009 → 29 Jan 2009

Publication series

Name	Proceedings - Annual Reliability and Maintainability Symposium
ISSN (Print)	0149-144X

Conference

Conference	2009 - Annual Reliability and Maintainability Symposium, RAMS 2009
Country/Territory	United States
City	Fort Worth, TX
Period	26/01/09 → 29/01/09

Keywords

Fault correction process
Fault detection process
Software reliability growth models
Testing process

Access to Document

10.1109/RAMS.2009.4914730

Cite this

@inproceedings{31cc0694c04447d48b416a775f0b8619,

title = "Software reliability modeling of fault detection and correction processes",

abstract = "In this paper, both fault detection and correction processes are considered in software reliability growth modeling. The dependency of the two processes is first studied from the viewpoint of the fault number in two ways. One is the ratio of corrected fault number to detected fault number, which appears S-shaped. And the other is the difference between the detected fault number and corrected fault number, which appears Bell-shaped. Then based on the ratio and difference functions, two software reliability models are proposed for both fault detection and correction processes. The proposed models are evaluated by a data set of software testing. The experimental results show that the new models fit the data set of fault detection and correction processes very well.",

keywords = "Fault correction process, Fault detection process, Software reliability growth models, Testing process",

author = "Yanjun Shu and Zhibo Wu and Hongwei Liu and Xiaozong Yang",

year = "2009",

doi = "10.1109/RAMS.2009.4914730",

language = "英语",

isbn = "9781424425099",

series = "Proceedings - Annual Reliability and Maintainability Symposium",

pages = "521--526",

booktitle = "2009 Proceedings - Annual Reliability and Maintainability Symposium, RAMS 2009",

note = "2009 - Annual Reliability and Maintainability Symposium, RAMS 2009 ; Conference date: 26-01-2009 Through 29-01-2009",

}

Shu, Y, Wu, Z, Liu, H & Yang, X 2009, Software reliability modeling of fault detection and correction processes. in 2009 Proceedings - Annual Reliability and Maintainability Symposium, RAMS 2009., 4914730, Proceedings - Annual Reliability and Maintainability Symposium, pp. 521-526, 2009 - Annual Reliability and Maintainability Symposium, RAMS 2009, Fort Worth, TX, United States, 26/01/09. https://doi.org/10.1109/RAMS.2009.4914730

Software reliability modeling of fault detection and correction processes. / Shu, Yanjun; Wu, Zhibo; Liu, Hongwei et al.
2009 Proceedings - Annual Reliability and Maintainability Symposium, RAMS 2009. 2009. p. 521-526 4914730 (Proceedings - Annual Reliability and Maintainability Symposium).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Software reliability modeling of fault detection and correction processes

AU - Shu, Yanjun

AU - Wu, Zhibo

AU - Liu, Hongwei

AU - Yang, Xiaozong

PY - 2009

Y1 - 2009

N2 - In this paper, both fault detection and correction processes are considered in software reliability growth modeling. The dependency of the two processes is first studied from the viewpoint of the fault number in two ways. One is the ratio of corrected fault number to detected fault number, which appears S-shaped. And the other is the difference between the detected fault number and corrected fault number, which appears Bell-shaped. Then based on the ratio and difference functions, two software reliability models are proposed for both fault detection and correction processes. The proposed models are evaluated by a data set of software testing. The experimental results show that the new models fit the data set of fault detection and correction processes very well.

AB - In this paper, both fault detection and correction processes are considered in software reliability growth modeling. The dependency of the two processes is first studied from the viewpoint of the fault number in two ways. One is the ratio of corrected fault number to detected fault number, which appears S-shaped. And the other is the difference between the detected fault number and corrected fault number, which appears Bell-shaped. Then based on the ratio and difference functions, two software reliability models are proposed for both fault detection and correction processes. The proposed models are evaluated by a data set of software testing. The experimental results show that the new models fit the data set of fault detection and correction processes very well.

KW - Fault correction process

KW - Fault detection process

KW - Software reliability growth models

KW - Testing process

UR - https://www.scopus.com/pages/publications/70349124190

U2 - 10.1109/RAMS.2009.4914730

DO - 10.1109/RAMS.2009.4914730

M3 - 会议稿件

AN - SCOPUS:70349124190

SN - 9781424425099

T3 - Proceedings - Annual Reliability and Maintainability Symposium

SP - 521

EP - 526

BT - 2009 Proceedings - Annual Reliability and Maintainability Symposium, RAMS 2009

T2 - 2009 - Annual Reliability and Maintainability Symposium, RAMS 2009

Y2 - 26 January 2009 through 29 January 2009

ER -

Software reliability modeling of fault detection and correction processes

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Keywords

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