ELS algorithm for estimating open source software reliability with masked data considering both fault detection and correction processes

Masked data are the system failure data when the exact cause of the failures might be unknown. That is, the cause of the system failures may be any one of the components. Additionally, to incorpora...

[1]  Norman F. Schneidewind,et al.  Modelling the fault correction process , 2001, Proceedings 12th International Symposium on Software Reliability Engineering.

[2]  Hoang Pham,et al.  Modeling and analysis of leftover issues and release time planning in multi-release open source software using entropy based measure , 2019, Comput. Syst. Sci. Eng..

[3]  Hoang Pham,et al.  Entropy Based Software Reliability Analysis of Multi-Version Open Source Software , 2018, IEEE Transactions on Software Engineering.

[4]  Adriano Polpo,et al.  Estimation of Component Reliability in Coherent Systems With Masked Data , 2019, IEEE Access.

[5]  Xiang Li,et al.  Reliability analysis and optimal version-updating for open source software , 2011, Inf. Softw. Technol..

[6]  Shunji Osaki,et al.  Software Reliability Measurement and Assessment with Stochastic Differential Equations (Special Section on Reliability) , 1994 .

[7]  Shigeru Yamada,et al.  s-Shaped Software Reliability Growth Models and Their Applications , 1984, IEEE Transactions on Reliability.

[8]  Hoang Pham,et al.  Quasi-Renewal Time-Delay Fault-Removal Consideration in Software Reliability Modeling , 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[9]  Yimin Shi,et al.  Reliability analysis of masked data in adaptive step-stress partially accelerated lifetime tests with progressive removal , 2017 .

[10]  Tadashi Dohi,et al.  Optimal planning for open source software updates , 2016 .

[11]  Ming Zhao,et al.  The Schneidewind software reliability model revisited , 1992, [1992] Proceedings Third International Symposium on Software Reliability Engineering.

[12]  Hoang Pham,et al.  A Generalized Software Reliability Growth Model With Consideration of the Uncertainty of Operating Environments , 2019, IEEE Access.

[13]  Chin-Yu Huang,et al.  An integration of fault detection and correction processes in software reliability analysis , 2006, J. Syst. Softw..

[14]  Q. P. Hu,et al.  Modeling and Analysis of Software Fault Detection and Correction Process by Considering Time Dependency , 2007, IEEE Transactions on Reliability.

[15]  Tadashi Dohi,et al.  Wavelet Shrinkage Estimation for Non-Homogeneous Poisson Process Based Software Reliability Models , 2013, IEEE Transactions on Reliability.

[16]  Jinyong Wang,et al.  Open Source Software Reliability Model with the Decreasing Trend of Fault Detection Rate , 2018, Comput. J..

[17]  J. F. Yang,et al.  Masked data analysis for storage reliability model with initial failures , 2018 .

[18]  Jian Liu,et al.  Software reliability growth modeling and analysis with dual fault detection and correction processes , 2016 .

[19]  Hoang Pham,et al.  A multi-release software reliability modeling for open source software incorporating dependent fault detection process , 2018, Ann. Oper. Res..

[20]  Steven E. Rigdon.  Non-homogeneous Poisson Process Models for Software Reliability , 2018 .

[21]  Amrit L. Goel,et al.  Time-Dependent Error-Detection Rate Model for Software Reliability and Other Performance Measures , 1979, IEEE Transactions on Reliability.

[22]  Jianfeng Yang,et al.  Web software reliability modeling with random impulsive shocks , 2014 .

[23]  Yoshinobu Tamura,et al.  Reliability Analysis Based on a Jump Diffusion Model with Two Wiener Processes for Cloud Computing with Big Data , 2015, Entropy.

[24]  Norman F. Schneidewind.  Analysis of error processes in computer software , 1975 .

[25]  Qingqing Zhai,et al.  Modeling of software fault detection and correction processes with fault dependency , 2017 .

[26]  Yu Liu,et al.  A general modeling and analysis framework for software fault detection and correction process , 2016, Softw. Test. Verification Reliab..

[27]  Ming Zhao,et al.  Modeling and analysis of reliability of multi-release open source software incorporating both fault detection and correction processes , 2016, J. Syst. Softw..

[28]  Thong Ngee Goh,et al.  SYSTEM RELIABILITY GROWTH ANALYSIS USING COMPONENT FAILURE DATA , 1994 .

[29]  Mitsuru Ohba,et al.  Software Reliability Analysis Models , 1984, IBM J. Res. Dev..

[30]  Rui Peng,et al.  Testing effort dependent software reliability model for imperfect debugging process considering both detection and correction , 2014, Reliab. Eng. Syst. Saf..

[31]  Q. P. Hu,et al.  A study of the modeling and analysis of software fault‐detection and fault‐correction processes , 2007, Qual. Reliab. Eng. Int..

[32]  Swapna S. Gokhale,et al.  Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain , 2004, Software Quality Journal.

[33]  Yimin Shi,et al.  Accelerated life tests for log-normal series system with dependent masked data under Type-I progressive hybrid censoring , 2017, Commun. Stat. Simul. Comput..

[34]  Jiajun Xu,et al.  Software Reliability Growth Model with Partial Differential Equation for Various Debugging Processes , 2016 .

[35]  Gregory Levitin,et al.  Robust recurrent neural network modeling for software fault detection and correction prediction , 2007, Reliab. Eng. Syst. Saf..

[36]  Michael R. Lyu,et al.  A Unified Scheme of Some Nonhomogenous Poisson Process Models for Software Reliability Estimation , 2003, IEEE Trans. Software Eng..

[37]  Ankur Shukla,et al.  Modeling and Analysis of Software Fault Detection and Correction Process Through Weibull-Type Fault Reduction Factor, Change Point and Imperfect Debugging , 2016, Arabian Journal for Science and Engineering.

[38]  Chin-Yu Huang,et al.  Software Reliability Analysis and Measurement Using Finite and Infinite Server Queueing Models , 2008, IEEE Transactions on Reliability.

[39]  Ming Zhao,et al.  Wireless sensor network reliability modelling based on masked data , 2015, Int. J. Sens. Networks.

[40]  Najeeb Ullah,et al.  A method for predicting open source software residual defects , 2014, Software Quality Journal.

[41]  Shigeru Yamada,et al.  A software reliability growth model with two types of errors , 1985 .

[42]  P. K. Kapur,et al.  A Unified Approach for Developing Software Reliability Growth Models in the Presence of Imperfect Debugging and Error Generation , 2011, IEEE Transactions on Reliability.

[43]  Ming Zhao,et al.  Superposition of Power-Law Models for Hardware/Software System Reliability Data Analysis , 2003 .

[44]  Yoshinobu Tamura,et al.  Optimisation analysis for reliability assessment based on stochastic differential equation modelling for open source software , 2009, Int. J. Syst. Sci..

[45]  Min Xie,et al.  EM algorithms for estimating software reliability based on masked data , 1994 .