A Human-centric and Environment-aware Testing Framework for Providing Safe and Reliable Cyber-Physical System Services.

JOURNAL OF WEB ENGINEERING(2020)

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摘要
The functions, capabilities, and effects produced by the application services of cyber physical systems (CPS) are usually consumed by users performing their daily activities in a variety of environmental conditions. Thus, it is critical to ensure that those systems neither interfere with human activities nor harm the users involved. In this paper, we propose a framework for testing and verifying the safety and reliability of CPS services from the perspectives of CPS environments and users. The framework provides an environment-aware testing method by which the efficiency of testing CPS services can be improved by prioritizing CPS environments and by applying machine-learning techniques. The framework also includes a metric by which we can automate the test of the most effective services that deliver effects from physical devices to users. Additionally, the framework provides a computational model that assesses mental workloads to test whether a CPS service can cause cognitive depletion or contention problems for users. We conducted a series of experiments to show the effectiveness of the proposed approaches for ensuring the safety and reliability of CPS application services during the development and operation phases.
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关键词
Service-oriented systems,Cyber-physical systems,Environment-aware testing,Service effects,Human cognitive resources
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