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Issue No.04 - July/August (2011 vol.28)
pp: 78-87
Radu Marculescu , Carnegie Mellon University
Paul Bogdan , Carnegie Mellon University
ABSTRACT
<p>Built to interact with the physical world, a cyberphysical system (CPS) must be efficient, reliable, and safe. To optimize such systems, a science of CPS design considering workload characteristics (e.g., self-similarity and nonstationarity) must be established. CPS modeling and design are greatly improved when statistical physics approaches&#x2014;such as master equations, renormalization group theory, and fractional derivatives&#x2014;are implemented in the optimization loop.</p>
INDEX TERMS
design and test, cyberphysical systems, stochastic processes, workloads, fractals, statistical physics, fractional calculus
CITATION
Radu Marculescu, Paul Bogdan, "Cyberphysical Systems: Workload Modeling and Design Optimization", IEEE Design & Test of Computers, vol.28, no. 4, pp. 78-87, July/August 2011, doi:10.1109/MDT.2010.142
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