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An architecture for enabling A/B experiments in automotive embedded software
Volvo Cars, Gothenburg, Sweden..
Chalmers Univ Technol, Comp Sci & Engn, Gothenburg, Sweden..
Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).ORCID iD: 0000-0002-7700-1816
Volvo Cars, Gothenburg, Sweden..
2021 (English)In: 2021 IEEE 45TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE (COMPSAC 2021) / [ed] Chan, WK Claycomb, B Takakura, H Yang, JJ Teranishi, Y Towey, D Segura, S Shahriar, H Reisman, S Ahamed, SI, IEEE, 2021, p. 992-997Conference paper, Published paper (Refereed)
Abstract [en]

A/B experimentation is a known technique for datadriven product development and has demonstrated its value in web-facing businesses. With the digitalisation of the automotive industry, the focus in the industry is shifting towards software. For automotive embedded software to continuously improve, A/B experimentation is considered an important technique. However, the adoption of such a technique is not without challenge. In this paper, we present an architecture to enable A/B testing in automotive embedded software. The design addresses challenges that are unique to the automotive industry in a systematic fashion. Going from hypothesis to practice, our architecture was also applied in practice for running online experiments on a considerable scale. Furthermore, a case study approach was used to compare our proposal with state-of-practice in the automotive industry. We found our architecture design to be relevant and applicable in the efforts of adopting continuous A/B experiments in automotive embedded software.

Place, publisher, year, edition, pages
IEEE, 2021. p. 992-997
Series
Proceedings International Computer Software and Applications Conference, ISSN 0730-3157
Keywords [en]
A/B Testing, Automotive Software, Embedded Software, Software Architecture
National Category
Software Engineering
Identifiers
URN: urn:nbn:se:mau:diva-47251DOI: 10.1109/COMPSAC51774.2021.00134ISI: 000706529000123Scopus ID: 2-s2.0-85115837710ISBN: 978-1-6654-2463-9 (electronic)ISBN: 978-1-6654-2464-6 (print)OAI: oai:DiVA.org:mau-47251DiVA, id: diva2:1617543
Conference
45th Annual International IEEE-Computer-Society Computers, Software, and Applications Conference (COMPSAC), JUL 12-16, 2021, ELECTR NETWORK
Available from: 2021-12-07 Created: 2021-12-07 Last updated: 2024-02-05Bibliographically approved

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Olsson, Helena Holmström

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