A survey of statistical model checking

G Agha, K Palmskog - ACM Transactions on Modeling and Computer …, 2018 - dl.acm.org
Interactive, distributed, and embedded systems often behave stochastically, for example,
when inputs, message delays, or failures conform to a probability distribution. However …

[HTML][HTML] Monte carlo based statistical model checking of cyber-physical systems: A review

A Pappagallo, A Massini, E Tronci - Information, 2020 - mdpi.com
The ever-increasing deployment of autonomous Cyber-Physical Systems (CPSs)(eg,
autonomous cars, UAV) exacerbates the need for efficient formal verification methods. In this …

Real-time event detection in social media streams through semantic analysis of noisy terms

T Kolajo, O Daramola, AA Adebiyi - Journal of Big Data, 2022 - Springer
Interactions via social media platforms have made it possible for anyone, irrespective of
physical location, to gain access to quick information on events taking place all over the …

A review of petri net tools and recommendations

VB Kumbhar, MS Chavan - International Conference on …, 2023 - atlantis-press.com
Petri net a scientific modelling language that is used to visually represent a system. It'sa
commanding language that may be utilized to express concurrent system processes. Users …

Bip 2.0: Statistical model checking stochastic real-time systems

BL Mediouni, A Nouri, M Bozga, M Dellabani… - … for verification and …, 2018 - Springer
This paper presents a major new release of S BIP, an extensible statistical model checker for
Metric (MTL) and Linear-time Temporal Logic (LTL) properties on respectively Generalized …

Clopper-Pearson algorithms for efficient statistical model checking estimation

H Bu, M Sun - IEEE Transactions on Software Engineering, 2024 - ieeexplore.ieee.org
Statistical model checking (SMC) is a simulation-based formal verification technique to deal
with the scalability problem faced by traditional model checking. The main workflow of SMC …

Continuous verification of system of systems with collaborative MAPE-K pattern and probability model slicing

J Song, J Kang, S Hyun, E Jee, DH Bae - Information and Software …, 2022 - Elsevier
The phenomenon of cooperation among independent systems to achieve common goals
has been growing. In this regard, the concept of system of systems (SoS), wherein numerous …

Sound Statistical Model Checking for Probabilities and Expected Rewards

CE Budde, A Hartmanns, T Meggendorfer… - arxiv preprint arxiv …, 2024 - arxiv.org
Statistical model checking estimates probabilities and expectations of interest in probabilistic
system models by using random simulations. Its results come with statistical guarantees …

Learning and analysis of sensors behavior in IoT systems using statistical model checking

S Chehida, A Baouya, S Bensalem, M Bozga - Software Quality Journal, 2022 - Springer
Analyzing the behavior of sensors is becoming one of the key challenges due to their
increasing use for decision making in IoT systems. The paper proposes an approach for a …

Generation of signals under temporal constraints for CPS testing

B Barbot, N Basset, T Dang - NASA Formal Methods Symposium, 2019 - Springer
This work is concerned with validation of cyber-physical systems (CPS) via sampling of input
signal spaces. Such a space is infinite and in general too difficult to treat symbolically …