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Issue No.04 - July/August (2011 vol.28)
pp: 78-87
Radu Marculescu , 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&#x2014;such as master equations, renormalization group theory, and fractional derivatives&#x2014;are implemented in the optimization loop.</p>
design and test, cyberphysical systems, stochastic processes, workloads, fractals, statistical physics, fractional calculus
Radu Marculescu, "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
1. J.A. Stankovic et al., "Opportunities and Obligations for Physical Computing Systems," Computer, vol. 38, no. 11, 2005, pp. 23-31.
2. E. Lee, "CPS Foundations," Proc. 47th IEEE/ACM Design Automation Conf., ACM Press, 2010, pp. 737-742.
3. R. Balescu, Statistical Dynamics: Matter Out of Equilibrium, World Scientific, 2000.
4. P.C. Ivanov et al., "Scaling and Universality in Heart Rate Variability Distributions," Physica A: Statistical Mechanics and Its Applications, vol. 249, 1998, pp. 587-593.
5. B.B. Mandelbrot, The Fractal Geometry of Nature, W.H. Freeman, and Co., 1982.
6. P. Bogdan and R. Marculescu, "Statistical Physics Approaches for Network-on-Chip Traffic Characterization," Proc. 7th IEEE/ACM Int'l Conf. Hardware/Software Codesign and System Synthesis, ACM Press, 2009, pp. 461-470.
7. K. Park and W. Willinger, Self-Similar Network Traffic and Performance Evaluation, John Wiley & Sons, 2000.
8. R. Mahajan, J. Zahorjan, and B. Zill, "Understanding Wifi-Based Connectivity from Moving Vehicles," Proc. 7th ACM SIGCOMM Conf. Internet Measurement, ACM Press, 2007, pp. 321-326.
9. S.N. Dorogovtsev and J.F.F. Mendes, Evolution of Networks: From Biological Nets to the Internet and WWW, Oxford Univ. Press, 2003.
10. K.B. Oldham and J. Spanier, The Fractional Calculus: The Theory of Differentiation and Integration to Arbitrary Order, Academic Press, 2006.
11. P. Bogdan and R. Marculescu, "Towards a Science of Cyber-Physical Systems Design," Proc. 2nd ACM/IEEE Int'l Conf. Cyber-Physical Systems, IEEE CS Press, 2011, pp. 99-108.
12. C. Lu et al., "Feedback Control Real-Time Scheduling: Framework, Modeling and Algorithms," J. Control-Theoretic Approaches to Real-Time Computing, vol. 23, nos.1/2, 2002, pp. 85-126.
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