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A Testing-Coverage Software Reliability Growth Model Considering the Randomness of the Field Environment

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Many studies show that software reliability growth models (SRGMs) have good performance when considering the randomness of the field environments. In this paper, we propose a new software reliability model incorporating S-shaped testing coverage with the randomness of the field environments. Parameters of the new model are estimated by means of the least square estimation (LSE) method. Comparison of this model with other existing NHPP models has also been presented. Five goodness-of-fit criteria are used to compare the performance of the proposed model with several existing NHPP SRGMs based on one actual failure data set collected from software application. The results show that the proposed model can fit significantly better than all other existing NHPP models.

源语言英语
主期刊名Proceedings - 2016 IEEE International Conference on Software Quality, Reliability and Security-Companion, QRS-C 2016
出版商Institute of Electrical and Electronics Engineers Inc.
402-403
页数2
ISBN(电子版)9781509037131
DOI
出版状态已出版 - 21 9月 2016
活动2nd IEEE International Conference on Software Quality, Reliability and Security-Companion, QRS-C 2016 - Vienna, 奥地利
期限: 1 8月 20163 8月 2016

出版系列

姓名Proceedings - 2016 IEEE International Conference on Software Quality, Reliability and Security-Companion, QRS-C 2016

会议

会议2nd IEEE International Conference on Software Quality, Reliability and Security-Companion, QRS-C 2016
国家/地区奥地利
Vienna
时期1/08/163/08/16

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