Cyber-physical systems (CPS) model the integration of computational modules, like decision logic, with physical phenomena in the environment, such as the phenomenon being controlled by the logic. Several CPS applications, such as self-driving cars and other autonomous ground/aerial/underwater vehicles, medical devices, surgical robots, as well as many Internet of Things (IoT) applications, particularly for Industrial IoT or Industry 4.0, are safety-critical, where human lives can be at stake. CPS exhibit complex and unpredictable behaviors, thus making their correctness and robustness analysis a challenging task. Given the gap between the complexity of such systems and the scalability of current formal methods, exhaustive formal verification remains an elusive goal. However, simulation-based lightweight verification techniques, such as monitoring and testing, achieve both rigor and efficiency by enabling the evaluation of systems according to the properties of their exemplar behaviors. The Workshop on Monitoring and Testing of Cyber-Physical Systems (MT-CPS) aims to bring together researchers and practitioners interested in the problems of detecting, testing, measuring, and extracting qualitative and quantitative properties from individual behaviors of CPS.
MT-CPS is intended to be a forum for exchanging the latest scientific activity and emerging trends between researchers and practitioners. We encourage submission of abstracts that address any of the aforementioned topics of interest and cover recently published or work in progress. In addition to the contributed material, the workshop will include a combination of invited talks from leading researchers and/or practitioners from industry, academia, and government research labs around the world.
The workshop is intended to be an informal gathering about the latest results and, as such, it will not have formal proceedings. However, we will make accepted abstracts and presentation material publicly available.
Topics of interest include (but are not limited to):
Specification languages for monitoring and testing
Runtime verification and monitoring of CPS
Model/Software/Hardware/Processor-in-the-loop (MIL/SIL/HIL/PIL) testing
Testing the integration of heterogeneous components
Monitoring and testing of streaming and/or historical IoT data
Interpretation of multi-dimensional counter-examples
Black-box and white-box testing
Measuring and statistical information gathering for data-driven analyses
Simulation-based verification and parameter synthesis
Fault diagnostics, localization, and recovery
Combination of static and dynamic analysis
Applications and case studies from safety-critical domains
Abstract Submission: April 2, 2021, 23:59pm (AoE)
Notification: April 23, 2021
Final version: May 4, 2021
Workshop: May 18, 2021