Jyotish N. P. Singh, Asha Yadav, Ompal Singh, Adarsh Anand
{"title":"基于环境因素和变化点的软件系统可靠性研究模型","authors":"Jyotish N. P. Singh, Asha Yadav, Ompal Singh, Adarsh Anand","doi":"10.1007/s13198-024-02425-5","DOIUrl":null,"url":null,"abstract":"<p>Ensuring the reliability of software is a critical task, particularly in the context of open-source projects. The complexity intensifies due to factors such as varying programmer skills, diverse testing environments, and different testing methodologies. This article emphasizes a significant challenge in software reliability—the influence of environmental factors throughout the software's life cycle. The proposed solution involves a novel Software Reliability Growth Model that considers time-dependent environmental factors, incorporating the change point phenomenon. To validate the model, real failure data from two Apache Software Foundation Projects, Log4j and Lucene, has been utilized, resulting in highly promising and encouraging outcomes.</p>","PeriodicalId":14463,"journal":{"name":"International Journal of System Assurance Engineering and Management","volume":"44 1","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Environmental factor and change point based modeling for studying reliability of a software system\",\"authors\":\"Jyotish N. P. Singh, Asha Yadav, Ompal Singh, Adarsh Anand\",\"doi\":\"10.1007/s13198-024-02425-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Ensuring the reliability of software is a critical task, particularly in the context of open-source projects. The complexity intensifies due to factors such as varying programmer skills, diverse testing environments, and different testing methodologies. This article emphasizes a significant challenge in software reliability—the influence of environmental factors throughout the software's life cycle. The proposed solution involves a novel Software Reliability Growth Model that considers time-dependent environmental factors, incorporating the change point phenomenon. To validate the model, real failure data from two Apache Software Foundation Projects, Log4j and Lucene, has been utilized, resulting in highly promising and encouraging outcomes.</p>\",\"PeriodicalId\":14463,\"journal\":{\"name\":\"International Journal of System Assurance Engineering and Management\",\"volume\":\"44 1\",\"pages\":\"\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2024-07-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of System Assurance Engineering and Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s13198-024-02425-5\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of System Assurance Engineering and Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s13198-024-02425-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
Environmental factor and change point based modeling for studying reliability of a software system
Ensuring the reliability of software is a critical task, particularly in the context of open-source projects. The complexity intensifies due to factors such as varying programmer skills, diverse testing environments, and different testing methodologies. This article emphasizes a significant challenge in software reliability—the influence of environmental factors throughout the software's life cycle. The proposed solution involves a novel Software Reliability Growth Model that considers time-dependent environmental factors, incorporating the change point phenomenon. To validate the model, real failure data from two Apache Software Foundation Projects, Log4j and Lucene, has been utilized, resulting in highly promising and encouraging outcomes.
期刊介绍：
This Journal is established with a view to cater to increased awareness for high quality research in the seamless integration of heterogeneous technologies to formulate bankable solutions to the emergent complex engineering problems.
Assurance engineering could be thought of as relating to the provision of higher confidence in the reliable and secure implementation of a system’s critical characteristic features through the espousal of a holistic approach by using a wide variety of cross disciplinary tools and techniques. Successful realization of sustainable and dependable products, systems and services involves an extensive adoption of Reliability, Quality, Safety and Risk related procedures for achieving high assurancelevels of performance; also pivotal are the management issues related to risk and uncertainty that govern the practical constraints encountered in their deployment. It is our intention to provide a platform for the modeling and analysis of large engineering systems, among the other aforementioned allied goals of systems assurance engineering, leading to the enforcement of performance enhancement measures. Achieving a fine balance between theory and practice is the primary focus. The Journal only publishes high quality papers that have passed the rigorous peer review procedure of an archival scientific Journal. The aim is an increasing number of submissions, wide circulation and a high impact factor.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
