AuthorsS. Nejati, S. Di Alesio, M. Sabetzadeh and L. C. Briand
TitleModeling and Analysis of CPU Usage in Safety-Critical Embedded Systems to Support Stress Testing
AfilliationSoftware Engineering, Software Engineering, Software Engineering
Project(s)The Certus Centre (SFI)
Publication TypeProceedings, refereed
Year of Publication2012
Conference NameThe ACM/IEEE 15th International Conference on Model Driven Engineering Languages & Systems (MODELS 2012)

Software safety certification needs to address non-functional constraints with safety implications, e.g., deadlines, throughput, and CPU and memory usage. In this paper, we focus on CPU usage constraints and provide a framework to support the derivation of test cases that maximize the chances of violating CPU usage requirements. We develop a conceptual model specifying the generic abstractions required for analyzing CPU usage and provide a mapping between these abstractions and UML/MARTE. Using this model, we formulate CPU usage analysis as a constraint optimization problem and provide an implementation of our approach in a state-of-the-art optimization tool. We report an application of our approach to a case study from the maritime and energy domain. Through this case study, we argue that our approach (1) can be applied with a practically reasonable overhead in an industrial setting, and (2) is effective for identifying test cases that maximize CPU usage.

Citation Key16146