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The technology of software reliability virtual test based on software conventional failure data

  • Jun Ai
  • , Jing Wei Shang
  • , Yang Liu
  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The technology of software reliability quantitative assessment (SRQA) is based on failure data collected in software reliability test or actual use. However, software reliability testing is a long test cycle and difficult to collect enough failure data, which limits SRQA in the actual project. A large number of software failure found from the software growth test can't be used because the process has nothing to do with the actual use or no record of failure time. In this paper, software reliability virtual testing technology based on software conventional failure data is presented. According to the internal data association between input space of software reliability test and failure data found in conventional software testing, a data matching algorithm is proposed to obtain possible failure time in software reliability testing by matching conventional failure data and the input space. Finally, the imitate engine control software is used as the experimental subject to verify the feasibility and effectiveness of the method.

Original languageEnglish
Title of host publicationProgress in Mechatronics and Information Technology
Pages1097-1101
Number of pages5
DOIs
StatePublished - 2014
Event2013 International Conference on Mechatronics and Information Technology, ICMIT 2013 - Guilin, China
Duration: 19 Oct 201320 Oct 2013

Publication series

NameApplied Mechanics and Materials
Volume462-463
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference2013 International Conference on Mechatronics and Information Technology, ICMIT 2013
Country/TerritoryChina
CityGuilin
Period19/10/1320/10/13

Keywords

  • Conventional failure data
  • Data matching
  • Failure input
  • Input space

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