CHREN, Stanislav, Radoslav MIČKO, Barbora BÜHNOVÁ and 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, p. 105-110. ISBN 978-1-7281-3412-3. Available from: https://dx.doi.org/10.1109/MSR.2019.00025.
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Basic information
Original name STRAIT: A Tool for Automated Software Reliability Growth Analysis
Authors CHREN, Stanislav (703 Slovakia, belonging to the institution), Radoslav MIČKO (703 Slovakia, belonging to the institution), Barbora BÜHNOVÁ (203 Czech Republic, belonging to the institution) and Bruno ROSSI (380 Italy, belonging to the institution).
Edition Piscataway, NJ, USA, Proceedings of the 16th International Conference on Mining Software Repositories, p. 105-110, 6 pp. 2019.
Publisher ACM
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 10200 1.2 Computer and information sciences
Country of publisher United States of America
Confidentiality degree is not subject to a state or trade secret
Publication form electronic version available online
WWW URL URL
RIV identification code RIV/00216224:14330/19:00109377
Organization unit Faculty of Informatics
ISBN 978-1-7281-3412-3
ISSN 2160-1852
Doi http://dx.doi.org/10.1109/MSR.2019.00025
Keywords in English Software Reliability Growth Model; Reliability Analysis; Issue Repository; Issue Report Filtering; Automated Tool
Tags core_A, firank_A
Tags International impact, Reviewed
Changed by Changed by: RNDr. Pavel Šmerk, Ph.D., učo 3880. Changed: 25/4/2022 04:44.
Abstract
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.
Links
EF16_019/0000822, research and development projectName: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur
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