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A Model for Sequence Based Power Management in Cyber Physical Systems

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Information and Communication on Technology for the Fight against Global Warming (ICT-GLOW 2011)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 6868))

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Abstract

This paper develops a model for operating system level power management in cyber physical systems. The core part is a transducing mechanism, forming physical inputs into functional state sequences. Each functional state transition then is allowed to switch in between power management plans. A power management plan is modeled as a directed graph over power states and functional jobs together with timing conditions. Different optimization problems for designing these plans according to scheduling requirements, and for maximizing energy savings under both constrained management complexity and constrained supply voltage stability are presented.

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References

  1. Automotive open system architecture, http://www.autosar.org/ (last access on March 21, 2011)

  2. Preevision, http://www.aquintos.com/ (last access on March 21, 2011)

  3. Benini, L., Bogliolo, A., De Micheli, G.: A survey of design techniques for system-level dynamic power management. IEEE Transactions on very large scale integration (VLSI) Systems 8(3) (June 2000)

    Google Scholar 

  4. Berl, A., Gelenbe, E., Di Girolamo, M., Giuliani, G., De Meer, H., Dang, M.Q., Pentikousis, K.: Energy-efficient cloud computing. The Computer Journal 53(7), 1045–1051 (2010), http://comjnl.oxfordjournals.org/content/53/7/1045.abstract

    Article  Google Scholar 

  5. Ceraolo, M.: New dynamical models of lead-acid batteries. IEEE Transactions on Power Systems 15(4), 1184–1190 (2000)

    Article  Google Scholar 

  6. Cho, Y., Chang, N., Chakrabarti, C., Vrudhula, S.: High-level power management of embedded systems with application-specific energy cost functions. In: DAC, San Francisco, California, USA (July 2006)

    Google Scholar 

  7. Gehring, R., Fröschl, J., Kohler, T., Herzog, H.G.: Modeling of the automotive 14 v power net for voltage stability analysis. In: Vehicle Power and Propulsion Conference, pp. 71–77 (September 2009)

    Google Scholar 

  8. Gehring, R., Herzog, H.G.: Simulation der spannungsstabilität im 12 v energiebordnetz bei komplexen e/e-architekturen. In: Moderne Elektronik im Kraftfahrzeug, Tagung Elektronik im Kraftfahrzeug, Haus der Technik e.V., Dresden (June 2009)

    Google Scholar 

  9. Irani, S., Shukla, S., Gupta, R.: Online strategies for dynamic power management in systems with multiple power-saving states. ACM Transactions on Embedded Computing Systems 2(3), 325–346 (2003)

    Article  Google Scholar 

  10. Jejurikar, R., Gupta, R.: Dynamic voltage scaling for systemwide energy minimization in real-time embedded systems. In: ISLPED, Newport Beach, California, USA (August 2004)

    Google Scholar 

  11. Karsai, G., Sztipanovits, J., Ledeczi, A., Bapty, T.: Model-integrated development of embedded software. Proceedings of the IEEE 91(1), 145–164 (2003)

    Article  Google Scholar 

  12. Kohler, T., Wagner, T., Thanheiser, A., Bertram, C., Buecherl, D., Herzog, H.G.: Experimental investigation on voltage stability in vehicle power nets for power distribution management. In: Vehicle Power and Propulsion Conference (2010)

    Google Scholar 

  13. Lee, E.: Model-driven development - from object-oriented design to actor-oriented design. In: Workshop on Software Engineering for Embedded Systems: From Requirements to Implementation (September 2003)

    Google Scholar 

  14. Lee, E.: Cyber physical systems: Design challenges. In: 11th IEEE International Symposium on Object Oriented Real-Time Distributed Computing (ISORC), pp. 363–369 (May 2008)

    Google Scholar 

  15. Lu, Y., Chung, E., Šimunić, T., Benini, L., De Micheli, G.: Quantitative comparison of power management algorithms. In: Design Automation and Test In Europe, pp. 20–26 (2000)

    Google Scholar 

  16. Moore, E.: Gedanken-experiments on sequential machines. Automata studies 34, 129–153 (1956)

    MathSciNet  Google Scholar 

  17. Polenov, D., Probstle, H., Brosse, A., Domorazek, G., Lutz, J.: Integration of supercapacitors as transient energy buffer in automotive power nets. In: European Conference on Power Electronics and Applications, pp. 1–10 (September 2007)

    Google Scholar 

  18. Schmutzler, C., Kruger, A., Schuster, F., Simons, M.: Energy efficiency in automotive networks: Assessment and concepts. In: 2010 International Conference on High Performance Computing and Simulation (HPCS), pp. 232–240 (2010)

    Google Scholar 

  19. Šimunić, T., Benini, L., De Micheli, G.: Cycle-accurate simulation of energy consumption in embedded systems. In: Proceedings of the 36th annual ACM/IEEE Design Automation Conference, DAC 1999, pp. 867–872. ACM, New York (1999), http://doi.acm.org/10.1145/309847.310090

    Google Scholar 

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© 2011 Springer-Verlag Berlin Heidelberg

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Barthels, A., Ruf, F., Walla, G., Fröschl, J., Michel, HU., Baumgarten, U. (2011). A Model for Sequence Based Power Management in Cyber Physical Systems. In: Kranzlmüller, D., Toja, A.M. (eds) Information and Communication on Technology for the Fight against Global Warming. ICT-GLOW 2011. Lecture Notes in Computer Science, vol 6868. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23447-7_9

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  • DOI: https://doi.org/10.1007/978-3-642-23447-7_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-23446-0

  • Online ISBN: 978-3-642-23447-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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