Modeling and Analytics for Cyber-Physical Systems in the Age of Big Data

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Provided by: NEC Laboratories
Topic: Data Management
Format: PDF
In this paper, the authors argue that the availability of \"Big\" monitoring data on Cyber-Physical Systems (CPS) is challenging the traditional CPS modeling approaches by violating their fundamental assumptions. However, big data also brings unique opportunities in its wake by enabling new modeling and analytics approaches as well as facilitating novel applications. They highlight a few key challenges and opportunities, and outline research directions for addressing them. To provide a proper context, they also summarize CPS modeling approaches, and discuss how modeling and analytics for CPS differs from general purpose IT systems.
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