Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily Operation
Paper in proceeding, 2020
Continuous Experimentation, a practice coming from the web-based systems world, is one of such techniques.
It enables researchers and developers to use real-world data to verify their hypothesis and steer the software evolution based on performances and user preferences, reducing the reliance on simulations and guesswork.
Several challenges prevent the verbatim adoption of this practice on automotive cyber-physical systems, e.g., safety concerns and limitations from computational resources; nonetheless, the automotive field is starting to take interest in this technique.
This work aims at demonstrating and evaluating a prototypical Continuous Experimentation infrastructure, implemented on a distributed computational system housed in a commercial truck tractor that is used in daily operations by a logistic company on public roads.
The system comprises computing units and sensors, and software deployment and data retrieval are only possible remotely via a mobile data connection due to the commercial interests of the logistics company.
This study shows that the proposed experimentation process resulted in the development team being able to base software development choices on the real-world data collected during the experimental procedure.
Additionally, a set of previously identified design criteria to enable Continuous Experimentation on automotive systems was discussed and their validity confirmed in the light of the presented work.
Chalmers, Computer Science and Engineering (Chalmers), Software Engineering (Chalmers), Software Engineering for Cyber Physical Systems
University of Gothenburg
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
03029743 (ISSN) 16113349 (eISSN)Vol. 12292 73-88
Highly Automated Freight Transports EUTS (AutoFreight)
VINNOVA (2016-05415), 2017-04-01 -- 2020-02-29.
Highly Automated Freight Transports TSAF (AutoFreight)
VINNOVA (2016-05413), 2017-04-01 -- 2019-12-31.
ReVeRe (Research Vehicle Resource)