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A survey of statistical model checking
Interactive, distributed, and embedded systems often behave stochastically, for example,
when inputs, message delays, or failures conform to a probability distribution. However …
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
The ever-increasing deployment of autonomous Cyber-Physical Systems (CPSs)(eg,
autonomous cars, UAV) exacerbates the need for efficient formal verification methods. In this …
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
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 …
physical location, to gain access to quick information on events taking place all over the …
A review of petri net tools and recommendations
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 …
commanding language that may be utilized to express concurrent system processes. Users …
Bip 2.0: Statistical model checking stochastic real-time systems
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 …
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 …
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
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 …
has been growing. In this regard, the concept of system of systems (SoS), wherein numerous …
Sound Statistical Model Checking for Probabilities and Expected Rewards
Statistical model checking estimates probabilities and expectations of interest in probabilistic
system models by using random simulations. Its results come with statistical guarantees …
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
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 …
increasing use for decision making in IoT systems. The paper proposes an approach for a …
Generation of signals under temporal constraints for CPS testing
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 …
signal spaces. Such a space is infinite and in general too difficult to treat symbolically …