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Transitioning Fault Prediction Models to a New Environment
Ericsson AB, Gothenburg, Sweden..
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0002-1660-199X
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0002-5032-2310
2016 (English)In: Proceedings - 2016 12th European Dependable Computing Conference, EDCC 2016, 2016, 241-248 p., 7780365Conference paper, Published paper (Refereed)
Abstract [en]

We describe the application and evaluation of fault prediction algorithms to a project developed by a Swedish company that transitioned from waterfall to agile development methods. The project used two different version control systems and a separate bug tracking system during its lifetime. The algorithms were originally designed for use on systems implemented with a traditional waterfall process at American companies that maintained their project records in an integrated database system that combined bug recording and version control. We compare the performance of the original prediction model on the American systems to the results obtained in the Swedish environment in both its pre-agile and agile stages. We also consider the impact of additional variables in the model.

Place, publisher, year, edition, pages
2016. 241-248 p., 7780365
Keyword [en]
faults, defects, fault prediction, agile, case study
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:mdh:diva-34665DOI: 10.1109/EDCC.2016.21ISI: 000390696300026Scopus ID: 2-s2.0-85013845472ISBN: 978-1-5090-1582-5 (print)OAI: oai:DiVA.org:mdh-34665DiVA: diva2:1066881
Conference
12th European Dependable Computing Conference (EDCC), SEP 05-09, 2016, Gothenburg, SWEDEN
Available from: 2017-01-19 Created: 2017-01-19 Last updated: 2017-03-09Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf