A Method of OSS Reliability Assessment Based on Public Repository Analysis

被引：2
|
作者：
Miyamoto, Hoichiro [1 ]
Tamura, Yoshinobu [1 ]
Yamada, Shigeru [2 ]
机构：
[1] Yamaguchi Univ, Yamaguchi, Japan
[2] Tottori Univ, Tottori, Japan
来源：
INTERNATIONAL JOURNAL OF RELIABILITY QUALITY AND SAFETY ENGINEERING | 2023年 / 30卷 / 05期
关键词：
Open source software; software reliability; software repository; deep learning; repository mining;
D O I：
10.1142/S0218539323500213
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Open Source Software (OSS) is developed by various developers. Moreover, OSS user is increasing all over the world. There are various methods to maintain the software. Large-scale OSS projects mainly use bug tracking system (BTS) for bug management. Recently, OSS project uses public software repository to publish software such as GitHub. Public software repository has a function to report software issue. In the past, several researchers have proposed reliability assessment method using BTS. In this research, we propose a reliability assessment method based on deep learning using software repository analysis.
引用
收藏
页数：12
相关论文
共 50 条
  • [41] Global Reliability Assessment of Framed Structures Based on Shakedown Analysis and Probability Density Evolution Method
    Zu Y.
    Li Z.
    Fan W.
    Liu S.
    Fan, Wenliang (davidfwl@126.com), 1600, Hunan University (47): : 106 - 114
  • [42] Reliability assessment method for Ion thruster based on competing failure analysis and performance degradation data
    Zheng, Zhiteng
    Dong, Shu
    Zhang, Liang
    Xu, Danjun
    Tian, Huabing
    Zhang, Tianping
    SAFETY AND RELIABILITY: METHODOLOGY AND APPLICATIONS, 2015, : 1357 - 1362
  • [43] New method for dependence assessment in human reliability analysis based on linguistic hesitant fuzzy information
    Zhang, Ling
    Zhu, Yu-Jie
    Hou, Lin-Xiu
    Liu, Hu-Chen
    NUCLEAR ENGINEERING AND TECHNOLOGY, 2021, 53 (11) : 3675 - 3684
  • [44] Dependence assessment in human reliability analysis based on cloud model and best-worst method
    Ji, Changcheng
    Gao, Fei
    Liu, Wenjiang
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 242
  • [45] Human Reliability Analysis-Based Method for Manual Fire Suppression Analysis in an Integrated Probabilistic Risk Assessment
    Sakurahara, Tatsuya
    Mohaghegh, Zahra
    Kee, Ernie
    ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING, 2020, 6 (01):
  • [46] A new method for reliability analysis and reliability-based design optimization
    Alfredo Canelas
    Miguel Carrasco
    Julio López
    Structural and Multidisciplinary Optimization, 2019, 59 : 1655 - 1671
  • [47] A new method for reliability analysis and reliability-based design optimization
    Canelas, Alfredo
    Carrasco, Miguel
    Lopez, Julio
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2019, 59 (05) : 1655 - 1671
  • [48] An approximate sequential optimization and reliability assessment method for reliability-based design optimization
    Ping Yi
    Zuo Zhu
    Jinxin Gong
    Structural and Multidisciplinary Optimization, 2016, 54 : 1367 - 1378
  • [49] A risk assessment method of wellbore instability based on the reliability theory
    Chen Y.
    Deng C.
    Ma T.
    Natural Gas Industry, 2019, 39 (11) : 97 - 104
  • [50] Simulation Based Reliability Assessment Method using Parallel Computing
    Konecny, P.
    Brozovsky, J.
    Krivy, V.
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING FOR ENGINEERING, 2009, (90): : 542 - 549
12345