STRAIT: A Tool for Automated Software Reliability Growth
Analysis

D 2019

STRAIT: A Tool for Automated Software Reliability Growth Analysis

CHREN, Stanislav, Radoslav MIČKO, Barbora BÜHNOVÁ a Bruno ROSSI

Základní údaje

Originální název

STRAIT: A Tool for Automated Software Reliability Growth Analysis

Autoři

CHREN, Stanislav (703 Slovensko, domácí), Radoslav MIČKO (703 Slovensko, domácí), Barbora BÜHNOVÁ (203 Česká republika, domácí) a Bruno ROSSI (380 Itálie, domácí)

Vydání

Piscataway, NJ, USA, Proceedings of the 16th International Conference on Mining Software Repositories, od s. 105-110, 6 s. 2019

Nakladatel

ACM

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10200 1.2 Computer and information sciences

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Odkazy

URL URL

Kód RIV

RIV/00216224:14330/19:00109377

Organizační jednotka

Fakulta informatiky

ISBN

978-1-7281-3412-3

ISSN

DOI

http://dx.doi.org/10.1109/MSR.2019.00025

Klíčová slova anglicky

Software Reliability Growth Model; Reliability Analysis; Issue Repository; Issue Report Filtering; Automated Tool

Štítky

core_A, firank_A

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 25. 4. 2022 04:44, RNDr. Pavel Šmerk, Ph.D.

Anotace

V originále

Reliability is an essential attribute of mission-and safety-critical systems. Software Reliability Growth Models (SRGMs) are regression-based models that use historical failure data to predict the reliability-related parameters. At the moment, there is no dedicated tool available that would be able to cover the whole process of SRGMs data preparation and application from issue repositories, discouraging replications and reuse in other projects. In this paper, we introduce STRAIT, a free and open-source tool for automatic software reliability growth analysis which utilizes data from issue repositories. STRAIT features downloading, filtering and processing of data from provided issue repositories for use in multiple SRGMs, suggesting the best fitting SRGM with multiple data snapshots to consider software evolution. The tool is designed to be highly extensible, in terms of additional issue repositories, SRGMs, and new data filtering and processing options. Quality engineers can use STRAIT for the evaluation of their software systems. The research community can use STRAIT for empirical studies which involve evaluation of new SRGMs or comparison of multiple SRGMs.

Návaznosti

EF16_019/0000822, projekt VaV

Název: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur

Citovat

CHREN, Stanislav, Radoslav MIČKO, Barbora BÜHNOVÁ a Bruno ROSSI. STRAIT: A Tool for Automated Software Reliability Growth Analysis. Online. In Margaret-Anne Storey. Proceedings of the 16th International Conference on Mining Software Repositories. Piscataway, NJ, USA: ACM, 2019, s. 105-110. ISBN 978-1-7281-3412-3. Dostupné z: https://dx.doi.org/10.1109/MSR.2019.00025.

@inproceedings{1514176,
   author = {Chren, Stanislav and Mičko, Radoslav and Bühnová, Barbora and Rossi, Bruno},
   address = {Piscataway, NJ, USA},
   booktitle = {Proceedings of the 16th International Conference on Mining Software Repositories},
   doi = {http://dx.doi.org/10.1109/MSR.2019.00025},
   editor = {Margaret-Anne Storey},
   keywords = {Software Reliability Growth Model; Reliability Analysis; Issue Repository; Issue Report Filtering; Automated Tool},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Piscataway, NJ, USA},
   isbn = {978-1-7281-3412-3},
   pages = {105-110},
   publisher = {ACM},
   title = {STRAIT: A Tool for Automated Software Reliability Growth Analysis},
   url = {https://ieeexplore.ieee.org/abstract/document/8816793},
   year = {2019}
}

TY  - JOUR
ID  - 1514176
AU  - Chren, Stanislav - Mičko, Radoslav - Bühnová, Barbora - Rossi, Bruno
PY  - 2019
TI  - STRAIT: A Tool for Automated Software Reliability Growth Analysis
PB  - ACM
CY  - Piscataway, NJ, USA
SN  - 9781728134123
KW  - Software Reliability Growth Model
KW  - Reliability Analysis
KW  - Issue Repository
KW  - Issue Report Filtering
KW  - Automated Tool
UR  - https://ieeexplore.ieee.org/abstract/document/8816793
N2  - Reliability is an essential attribute of mission-and safety-critical systems. Software Reliability Growth Models (SRGMs) are regression-based models that use historical failure data to predict the reliability-related parameters. At the moment, there is no dedicated tool available that would be able to cover the whole process of SRGMs data preparation and application from issue repositories, discouraging replications and reuse in other projects. In this paper, we introduce STRAIT, a free and open-source tool for automatic software reliability growth analysis which utilizes data from issue repositories. STRAIT features downloading, filtering and processing of data from provided issue repositories for use in multiple SRGMs, suggesting the best fitting SRGM with multiple data snapshots to consider software evolution. The tool is designed to be highly extensible, in terms of additional issue repositories, SRGMs, and new data filtering and processing options. Quality engineers can use STRAIT for the evaluation of their software systems. The research community can use STRAIT for empirical studies which involve evaluation of new SRGMs or comparison of multiple SRGMs.
ER  -

CHREN, Stanislav, Radoslav MIČKO, Barbora BÜHNOVÁ a Bruno ROSSI. STRAIT: A Tool for Automated Software Reliability Growth Analysis. Online. In Margaret-Anne Storey. \textit{Proceedings of the 16th International Conference on Mining Software Repositories}. Piscataway, NJ, USA: ACM, 2019, s.~105-110. ISBN~978-1-7281-3412-3. Dostupné z: https://dx.doi.org/10.1109/MSR.2019.00025.

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