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Decision-making under uncertainty: beyond probabilities: Challenges and perspectives
This position paper reflects on the state-of-the-art in decision-making under uncertainty. A
classical assumption is that probabilities can sufficiently capture all uncertainty in a system …
classical assumption is that probabilities can sufficiently capture all uncertainty in a system …
A storm is coming: A modern probabilistic model checker
We launch the new probabilistic model checker S torm. It features the analysis of discrete-
and continuous-time variants of both Markov chains and MDPs. It supports the P rism and …
and continuous-time variants of both Markov chains and MDPs. It supports the P rism and …
A review of microservices autoscaling with formal verification perspective
SNA Jawaddi, MH Johari… - Software: Practice and …, 2022 - Wiley Online Library
The process of scaling microservices is a challenging task, especially in maintaining
optimum resource provisioning while respecting QoS constraints and SLA. Many research …
optimum resource provisioning while respecting QoS constraints and SLA. Many research …
Automatic verification of competitive stochastic systems
We present automatic verification techniques for the modelling and analysis of probabilistic
systems that incorporate competitive behaviour. These systems are modelled as turn-based …
systems that incorporate competitive behaviour. These systems are modelled as turn-based …
Amos: Comparison of scan matching approaches for self-localization in indoor environments
This paper describes results from evaluating different self-localization approaches in indoor
environments for mobile robots. The algorithms examined are based on 2D laser scans and …
environments for mobile robots. The algorithms examined are based on 2D laser scans and …
Synthesis of human-in-the-loop control protocols for autonomous systems
We propose an approach to synthesize control protocols for autonomous systems that
account for uncertainties and imperfections in interactions with human operators. As an …
account for uncertainties and imperfections in interactions with human operators. As an …
Parameter synthesis for Markov models: Faster than ever
We propose a conceptually simple technique for verifying probabilistic models whose
transition probabilities are parametric. The key is to replace parametric transitions by …
transition probabilities are parametric. The key is to replace parametric transitions by …
[HTML][HTML] Specification, stochastic modeling and analysis of interactive service robotic applications
Assistive robotic systems are quickly becoming a core technology for the service sector as
they are understood capable of supporting people in need of assistance in a wide variety of …
they are understood capable of supporting people in need of assistance in a wide variety of …
Software engineering meets control theory
The software engineering community has proposed numerous approaches for making
software self-adaptive. These approaches take inspiration from machine learning and …
software self-adaptive. These approaches take inspiration from machine learning and …
Reasoning about human participation in self-adaptive systems
Self-adaptive systems overcome many of the limitations of human supervision in complex
software-intensive systems by endowing them with the ability to automatically adapt their …
software-intensive systems by endowing them with the ability to automatically adapt their …