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Reliability modeling of open source software based on adoption behavior under stochastic environment
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Operation, Maintenance and Acoustics.ORCID iD: 0000-0003-2976-5229
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Operation, Maintenance and Acoustics.
Mazandaran University of Science and Technology, Babol.
Mazandaran University of Science and Technology, Babol.
2015 (English)In: Safety and reliability of complex engineered systems: proceedings of the 25th European Safety and Reliability Conference, ESREL 2015, Zürich, Switzerland, 7-10 September 2015 / [ed] Luca Podofilini; Bruno Sudret; Božidar Stojadinović; Enrico Zio; Wolfgang Kröger, Boca Raton: CRC Press, 2015, p. 3995-3999Conference paper, Published paper (Refereed)
Abstract [en]

In the current digitalized world, Open Source Software (OSS) methodology provides greater value to users and leads to increased revenue for the OSS companies. This paper investigates reliability modeling for OSS. Most of software reliability models proposed in literature for OSS projects are based on closed-form methodology and do not consider the properties of OSS in the model structure. This paper models the rate of adoption of volunteers to OSS using diffusion theory and considered as fault detection rate. However, the fault detection rate may vary in such a testing environment; a modified SRGM based on Itô type Stochastic Differential Equation (SDE) is proposed to describe realistic situations. The proposed model have been verified on real data sets from open source projects, as the Apache project, which has been released in the market with new features. Results show the proposed model can describe the failure process for open source software accurately.

Place, publisher, year, edition, pages
Boca Raton: CRC Press, 2015. p. 3995-3999
National Category
Other Civil Engineering
Research subject
Operation and Maintenance
Identifiers
URN: urn:nbn:se:ltu:diva-32297Local ID: 6c15cbfa-47da-4667-9afb-f28ffabab22eISBN: 9781138028791 (print)OAI: oai:DiVA.org:ltu-32297DiVA, id: diva2:1005531
Conference
European Safety and Reliability Conference : 06/09/2015
Note
Godkänd; 2015; 20151130 (amigar)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-05-07Bibliographically approved

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Garmabaki, AmirAhmadi, Alireza

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CiteExportLink to record
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