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Article overview
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Automated Misconfiguration Repair of Configurable Cyber-Physical Systems with Search: an Industrial Case Study on Elevator Dispatching Algorithms | Pablo Valle
; Aitor Arrieta
; Maite Arratibel
; | Date: |
4 Jan 2023 | Abstract: | Real-world Cyber-Physical Systems (CPSs) are usually configurable. Through
parameters, it is possible to configure, select or unselect different system
functionalities. While this provides high flexibility, it also becomes a source
for failures due to misconfigurations. The large number of parameters these
systems have and the long test execution time in this context due to the use of
simulation-based testing make the manual repair process a cumbersome activity.
Subsequently, in this context, automated repairing methods are paramount. In
this paper, we propose an approach to automatically repair CPSs’
misconfigurations. Our approach is evaluated with an industrial CPS case study
from the elevation domain. Experiments with a real building and data obtained
from operation suggests that our approach outperforms a baseline algorithm as
well as the state of the practice (i.e., manual repair carried out by domain
experts). | Source: | arXiv, 2301.01487 | Services: | Forum | Review | PDF | Favorites |
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