Authors: Jan Sliwa
Addresses: Bern University of Applied Sciences, Quellgasse 21, CH-2501 Biel, Switzerland
Abstract: Our environment becomes permeated by intelligent devices and systems that directly interact with physical objects, including our bodies. Such cyber-physical systems produce immense amount of data that can be stored and analysed. Those data are of value as 'actionable knowledge' only if the process of collection, cleaning, and analysis is well managed and unbiased. The system has to be well understood and the statistical questions properly formulated, otherwise spurious correlations can be misinterpreted as causation. A major challenge is the changing nature of the technical systems, of the environment in which they operate and of the humans who use them. Those interacting subsystems manifest novel dynamic behaviour, different from purely digital systems. We will discuss the general problems of assessing the quality of cyber-physical systems and use smart medical devices as a case study.
Keywords: cyber-physical systems; quality assessment; smart medical devices; statistical models.
International Journal of High Performance Computing and Networking, 2019 Vol.13 No.3, pp.294 - 303
Available online: 13 Mar 2019 *Full-text access for editors Access for subscribers Purchase this article Comment on this article