Username   Password       Forgot your password?  Forgot your username? 

 

Explore One Factor of Affecting Software Reliability Demonstration Testing Result

Volume 15, Number 5, May 2019, pp. 1352-1359
DOI: 10.23940/ijpe.19.05.p11.13521359

Zhenyu Maa,b, Wei Wuc, Wei Zhanga, Jianping Wanga, and Fusheng Liua

aDepartment of Equipment Support and Remanufacturing, Army Academy of Armored Forces, Beijing, 100072, China
bDepartment of Information and Communication, Army Academy of Armored Forces, Beijing, 100072, China
c
Troop No. 63963 of PLA, Beijing, 100071, China

(Submitted on December 15, 2018; Revised on January 16, 2019; Accepted on February 17, 2019)

Abstract:

When the traditional Bayesian method is used to verify software reliability, prior information cannot be distinguished from experimental information. In this paper, a hybrid Bayesian method is used to verify software reliability. At the same time, the correlation coefficient conception is introduced. This paper determines the correlation coefficient in the hybrid beta distribution respectively through the subjective quantitative method, the goodness of fit method, the Kullback information method, the Spearman correlation coefficient method, and the Kendall correlation coefficient method. The feasibility of five kinds of methods for calculating the correlation coefficients is proven by case analysis, and it is also demonstrated that the distinction between prior information and experimental information has an impact on the acceptable quality level of software reliability demonstration testing.

References: 22

    1. H. F. Li, C. Liu, and J. Zheng, “Research on Reliability Demonstration Testing of Safety Critical Software,” Aeronautic Standardization & Quality, Vol. 3, pp. 46-50, 2013
    2. X. C. Wang, M. Y. Lu, and H. F. Li, “Continues Software Reliability Demonstration Testing Scheme with Decreasing Function,” Journal of Chongqing University, Vol. 35, No. 10, pp. 136-143, 2012
    3. W. J. Zhang, H. B. Yang, and S. F. Zhang, “Reliability Assessment for Device with Only Safe-or-Failure Pattern based on Bayesian Hybrid Prior Approach,” Acta Armamentarii, Vol. 37, No. 3, pp. 505-511, 2016
    4. Z. D. Qin, H. Lei, and N. Sang, “Reliability Demonstration Testing Method for Continuous Execution Software,” Computer Science, Vol. 32, No. 6, pp. 202-205, 2005
    5. Z. D. Wu and L. Deng, “Method for Testability Demonstration Test Design based on Entropy of Prior Test Information,” Computer Measurement & Control, Vol. 24, No. 6, pp. 286-288, 2016
    6. G. Liu, B. Q. Huang, and C. Liu, “Multiple-Layer Bayesian Discrete Software Reliability Demonstration Testing Scheme with Decreasing Function,” Application Research of Computers, Vol. 33, No. 3, pp. 761-764, 2017
    7. J. F. Liu, S. F. Liu, and Z. G. Fang, “Weighted Bayesian Method of Reliability Evaluation for Binomial Product,” China Mechanical Engineering, Vol. 24, No. 24, pp. 3371-3374, 2013
    8. G. Kirbiš, D. Selčan, and I. Kramberger, “Software Reliability Validation and Verification using Fault Injection Techniques on a Fault Tolerant Processor,” IFAC-PapersOnLine, Vol. 48, No. 10, pp. 252-257, 2015
    9. Q. Y. Li and H. N. Tong, “Software Reliability Demonstration Testing Plan based on Bayesian Theory,” Advanced Materials Research, Vol. 658, pp. 513-517, 2014
    10. Q. Li, X. M. Chen, and J. H. Wan, “The Research of Software Reliability based on Failure Data,” in Proceedings of IEEE International Conference on Software Engineering & Service Science, pp. 319-326, 2017
    11. G. Liu, B. Q. Huang, and C. Liu, “Multiple-Layer Bayesian Discrete Software Reliability Demonstration Testing Scheme with Decreasing Function,” Application Research of Computers, Vol. 33, No. 3, pp. 761-764, 2017
    12. Y. H. Liu, M. Y. Lu, and B. Xu, “Software Reliability Case Development Method based on Software Reliability Characteristic Model and Measures of Defect Control,” in Proceedings of IEEE International Conference on Software Engineering & Service Science, pp. 203-209, 2017
    13. Z. Y. Ma, W. Wu, and W. Zhang, “Analysis of Correlation Coefficient Influence on Software Reliability Demonstration Testing,” Microelectronics & Computer, Vol. 35, No.5, pp. 69-73, 2018
    14. Z. D. Qin, H. Lei, and N. Sang, “Study on the Reliability Demonstration Testing Method for Safety-Critical Software,” Acta Aeronautica ET Astronautica Sinica, Vol. 26, No. 3, pp. 334-339, 2005
    15. W. D. Wang, “Planning Reliability Demonstration Test with Performance Requirements,” Reliability and Maintainability Symposium, pp. 1-5, 2017
    16. Z. D. Wu and L. Deng, “Method for Testability Demonstration Test Design based on Entropy of Prior Test Information,” Computer Measurement & Control, Vol. 24, No. 6, pp. 286-288, 2016
    17. Y. M. Wu, H. Li, and Y. Yu, “Design of Safety-Critical Software Reliability Demonstration Test based on Bayesian Theory,” in Proceedings of International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, pp. 996-1005, 2013
    18. S. K. Khatri, S. A. John, and R. Majumdar, “Quantifying Software Reliability using Testing Effort,” in Proceedings of International Conference on Information Technology, pp. 237-242, 2017
    19. Y. M. Wu, R. Yang, and H. L. Lu, “Bayesian Theory based Software Reliability Demonstration Test Method for Safety Critical Software,” Mathematical Structures in Computer Science, Vol. 24, No. 5, 2014
    20. L. Yang, “Analysis on Software Reliability Testing Technology,” Wireless Internet Technology, No. 15, pp. 56-57, 2017
    21. L. Yu, W. S. Xu, and S. F. Hou, “A New Hierarchical Testing Model in Software Reliability Testing,” in Proceedings of International Conference on Computer Science and Artificial Intelligence, pp. 331-338, 2017
    22. W. J. Zhang, H. B. Yang, and S. F. Zhang, “Reliability Assessment for Device with Only Safe-or-Failure Pattern based on Bayesian Hybrid Prior Approach,” Acta Armamentarii, Vol. 37, No. 3, pp. 505-511, 2016

     

    Please note : You will need Adobe Acrobat viewer to view the full articles.Get Free Adobe Reader

     
    This site uses encryption for transmitting your passwords. ratmilwebsolutions.com