Issue No.04 - July/August (2011 vol.28)

pp: 78-87

Radu Marculescu , Carnegie Mellon University

Paul Bogdan , Carnegie Mellon University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MDT.2010.142

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—such as master equations, renormalization group theory, and fractional derivatives—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.2010.142REFERENCES