Models@ run. time: a guided tour of the state of the art and research challenges

N Bencomo, S Götz, H Song - Software & Systems Modeling, 2019 - Springer
More than a decade ago, the research topic models@ run. time was coined. Since then, the
research area has received increasing attention. Given the prolific results during these …

A review of the principles of designing smart cyber-physical systems for run-time adaptation: Learned lessons and open issues

J Tavčar, I Horvath - IEEE Transactions on Systems, Man, and …, 2018 - ieeexplore.ieee.org
Smart cyber-physical systems (S-CPSs) are complex engineered systems empowered by
cyber-physical computing and equipped with the capability of reasoning, learning, adapting …

Process prediction with digital twins

T Brockhoff, M Heithoff, I Koren… - 2021 ACM/IEEE …, 2021 - ieeexplore.ieee.org
Process discovery from event logs as well as process prediction using process models at
runtime are increasingly important aspects to improve the operation of digital twins of …

Mde4iot: supporting the internet of things with model-driven engineering

F Ciccozzi, R Spalazzese - International Symposium on Intelligent and …, 2016 - Springer
Abstract The Internet of Things (IoT) unleashes great opportunities to improve our way of
living and working through a seamless and highly dynamic cooperation among …

Efficient analysis of large adaptation spaces in self-adaptive systems using machine learning

F Quin, D Weyns, T Bamelis, SS Buttar… - 2019 IEEE/ACM 14th …, 2019 - ieeexplore.ieee.org
When a self-adaptive system detects that its adaptation goals may be compromised, it needs
to determine how to adapt to ensure its goals. To that end, the system can analyze the …

Defining adaptivity and logical architecture for engineering (smart) self-adaptive cyber–physical systems

A Petrovska, S Kugele, T Hutzelmann, T Beffart… - Information and …, 2022 - Elsevier
Context: Modern cyber–physical systems (CPSs) are embedded in the physical world and
intrinsically operate in a continuously changing and uncertain environment or operational …

mRUBiS: An exemplar for model-based architectural self-healing and self-optimization

T Vogel - Proceedings of the 13th International Conference on …, 2018 - dl.acm.org
Self-adaptive software systems are often structured into an adaptation engine that manages
an adaptable software by operating on a runtime model that represents the architecture of …

A component framework for the runtime enforcement of safety properties

S Bonfanti, E Riccobene, P Scandurra - Journal of Systems and Software, 2023 - Elsevier
Safety assurance of a complex system cannot be completely ensured at
design/development time since most uncertainties and unknowns are revealed when the …

Adaptive knowledge bases in self-adaptive system design

V Klös, T Göthel, S Glesner - 2015 41st Euromicro Conference …, 2015 - ieeexplore.ieee.org
Self-adaptive systems allow for flexible solutions in changing environments. Usually, a fixed
set of predefined rules is used to define the adaptation possibilities of a system. The main …

Platform-centric self-awareness as a key enabler for controlling changes in CPS

M Möstl, J Schlatow, R Ernst, N Dutt… - Proceedings of the …, 2018 - ieeexplore.ieee.org
Future cyber-physical systems will host a large number of coexisting distributed applications
on hardware platforms with thousands to millions of networked components communicating …