Models@ run. time: a guided tour of the state of the art and research challenges
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 …
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
Smart cyber-physical systems (S-CPSs) are complex engineered systems empowered by
cyber-physical computing and equipped with the capability of reasoning, learning, adapting …
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 …
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 …
living and working through a seamless and highly dynamic cooperation among …
Efficient analysis of large adaptation spaces in self-adaptive systems using machine learning
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 …
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
Context: Modern cyber–physical systems (CPSs) are embedded in the physical world and
intrinsically operate in a continuously changing and uncertain environment or operational …
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 …
an adaptable software by operating on a runtime model that represents the architecture of …
A component framework for the runtime enforcement of safety properties
Safety assurance of a complex system cannot be completely ensured at
design/development time since most uncertainties and unknowns are revealed when the …
design/development time since most uncertainties and unknowns are revealed when the …
Adaptive knowledge bases in self-adaptive system design
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 …
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
Future cyber-physical systems will host a large number of coexisting distributed applications
on hardware platforms with thousands to millions of networked components communicating …
on hardware platforms with thousands to millions of networked components communicating …