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30 years of simulation-based quantitative analysis tools: a comparison experiment between Möbius and Uppaal SMC

Conference Paper
Publication Date:
2020
abstract:
We provide a brief comparison of the modelling and analysis capabilities of two different formalisms and their associated simulation-based tools, acquired from experimenting with these methods and tools on one specific case study. The case study is a cyber-physical system from an industrial railway project, namely a railroad switch heater, and the quantitative properties concern energy consumption and reliability. We modelled and analysed the case study with stochastic activity networks and Möbius on the one hand and with stochastic hybrid automata and Uppaal SMC on the other hand. We give an overview of the performed experiments and highlight specific features of the two methodologies. This yields some pointers for future research and improvements.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
Statistical Model Checking; Stochastic model-based analysis; Quantitative analysis; Stochastic Activity Networks; Möbius; Stochastic Hybrid Automata; Uppaal SMC; Tool comparison; Cyber-Physical Systems; Railways
List of contributors:
Fantechi, Alessandro; Gnesi, Stefania; DI GIANDOMENICO, Felicita; TER BEEK, MAURICE HENRI; Spagnolo, GIORGIO ORONZO; Basile, Davide
Authors of the University:
BASILE DAVIDE
DI GIANDOMENICO FELICITA
SPAGNOLO GIORGIO ORONZO
TER BEEK MAURICE HENRI
Handle:
https://iris.cnr.it/handle/20.500.14243/392540
Full Text:
https://iris.cnr.it//retrieve/handle/20.500.14243/392540/138912/prod_434871-doc_155467.pdf
Book title:
Leveraging Applications of Formal Methods, Verification and Validation: Verification Principles
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URL

https://link.springer.com/chapter/10.1007/978-3-030-61362-4_21
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