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
  • [21] System performance assessment of final repository for radioactive wastes using first-order reliability method
    Jong Soon Song
    Kun Jai Lee
    Waste Management, 1992, 12 (04) : 323 - 335
  • [22] Software Reliability Analysis with Optimal Release Problems Based on Hazard Rate Model for An Embedded OSS
    Tamura, Yoshinobu
    Yamada, Shigeru
    2010 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010,
  • [23] Secondary system reliability assessment of intelligent substation based on fault tree analysis and effect assessment method
    Zhang Jinsong
    Chen Jinmu
    Zhang Yueli
    Yi Tao
    Wang Chengmin
    2012 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2012,
  • [24] Reliability Assessment Method of Integrated Energy System Based on Cluster Analysis and Model Driven
    Liang, Chen
    Ma, Xiping
    Li, Yaxin
    Dong, Xiaoyang
    Xu, Rui
    Zhang, Xin
    Yao, Mingming
    2023 5TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES, 2023, : 1753 - 1758
  • [25] Multi parameter method for yield analysis and reliability assessment
    Mitnick, Yuri
    Lisenker, Boris
    Sasson, Uzi
    Miller, Russell
    Annual Proceedings - Reliability Physics (Symposium), 2000, : 158 - 163
  • [26] Reliability analysis based identification for bridge assessment
    Strauss, A.
    Bergmeister, K.
    STRUCTURAL HEALTH MONITORING AND INTELLIGENT INFRASTRUCTURE, VOLS 1 AND 2, 2006, : 1367 - 1373
  • [27] Fusion Method of Reliability Assessment Results Based on Comentropy
    Li Jin
    Gang Tingting
    Yang Jun
    MANAGEMENT ENGINEERING AND APPLICATIONS, 2010, : 726 - 729
  • [28] A Reliability Assessment Method Based on Convolutional Neural Network
    Qu, Hanbing
    Wang, Bo
    Zhao, Pu
    Xu, Tao
    Bian, Daokuan
    Wang, Yan
    2021 IEEE IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (IEEE I&CPS ASIA 2021), 2021, : 710 - 715
  • [29] Reliability Growth Assessment Method Based on Test Data
    Sun, Ruifeng
    Wang, Xin
    Wang, Qihua
    Wei, Lai
    PROCEEDINGS OF 2009 8TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY AND SAFETY, VOLS I AND II: HIGHLY RELIABLE, EASY TO MAINTAIN AND READY TO SUPPORT, 2009, : 450 - 453
  • [30] A Bayesian Networks Based Method for Ship Reliability Assessment
    Wang, Hong Dong
    Liang, Xiao Feng
    Yi, Hong
    Li, Dan
    2016 46TH ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS WORKSHOPS (DSN-W), 2016, : 25 - 30
12345