Issue No. 04 - July/August (2011 vol. 28)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MDT.2010.142
Radu Marculescu , Carnegie Mellon University
Paul Bogdan , Carnegie Mellon University
<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—such as master equations, renormalization group theory, and fractional derivatives—are implemented in the optimization loop.</p>
design and test, cyberphysical systems, stochastic processes, workloads, fractals, statistical physics, fractional calculus
P. Bogdan and R. Marculescu, "Cyberphysical Systems: Workload Modeling and Design Optimization," in IEEE Design & Test of Computers, vol. 28, no. , pp. 78-87, 2010.