Software Reliability Assessment: An Architectural and Component Impact Analysis

被引：0
|
作者：
Alyahyan, Saleh [1 ]
Alatawi, Mohammed Naif [2 ]
Alnfiai, Mrim M. [3 ]
Alotaibi, Shoayee Dlaim [4 ]
Alshammari, Abdullah [5 ]
Alzaid, Zaid [6 ]
Alwageed, Hathal Salamah [7 ]
机构：
[1] Shaqra Univ, Appl Coll Dwadmi, Shaqra 11961, Saudi Arabia
[2] Univ Tabuk, Dept Informat Technol, Tabuk 47713, Saudi Arabia
[3] Taif Univ, Dept Informat Technol, Taif 21944, Saudi Arabia
[4] Univ Hail, Dept Artificial Intelligence & Data Sci, Hail 55431, Saudi Arabia
[5] Univ Hafr Albatin, Coll Comp Sci & Engn, Hafar Albatin 31991, Saudi Arabia
[6] Islamic Univ Madinah, Dept Comp Sci, Madinah 42351, Saudi Arabia
[7] Jouf Univ, Coll Comp & Informat Sci, Sakaka 42421, Saudi Arabia
来源：
TSINGHUA SCIENCE AND TECHNOLOGY | 2025年 / 30卷 / 02期
关键词：
Software reliability; Reliability; Software; Software systems; Adaptation models; Computational modeling; Analytical models; software reliability; architectural analysis; state transition model; MODEL; RANKING; PREDICTION; CONCURRENT; SYSTEMS;
D O I：
10.26599/TST.2024.9010101
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In the software landscape, understanding component impacts on system reliability is pivotal, especially given the unique complexities of modern software systems. This paper presents a model tailored for software reliability assessment. Our approach introduces the "component influence" to measure a single component's effect on overall system reliability. Additionally, we adapt a state transition model to cater to the diverse architectures of software systems. Using a discrete-time Markov chain, we predict software reliability. We test our model on an actual software system, finding it notably accurate and superior to existing methods. Our work offers a promising direction for those venturing into software reliability enhancement.
引用
收藏
页码：908 / 925
页数：18
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