Energy management of embedded wireless systems through voltage and modulation scaling under probabilistic workloads

2014 International Green Computing Conference, IGCC 2014

Volumn , Issue , 2015, Pages

  Bandari, Maryam ^a   Simon, Robert ^a   Aydin, Hakan ^a  

^a Krasnow Institute for Advanced Study   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EMBEDDED SYSTEMS; ENERGY UTILIZATION; GREEN COMPUTING; MODULATION; POWER CONTROL; VOLTAGE SCALING;

DYNAMIC MODULATION; DYNAMIC VOLTAGE SCALING (DVS); HARDWARE SETTINGS; MANAGEMENT TECHNIQUES; MODULATION SCALING; RADIO ENERGY CONSUMPTION; REAL TIME CONSTRAINTS; WIRELESS EMBEDDED SYSTEMS;

ENERGY MANAGEMENT SYSTEMS;

EID: 84924352720     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGCC.2014.7039168     Document Type: Conference Paper

References (31)

1. L. Krishnamurthy et al., "Design and deployment of industrial sensor networks: experiences from a semiconductor plant and the north sea," in Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005.
2. D. Brunelli, C. Moser, L. Thiele, and L. Benini, "Design of a solarharvesting circuit for batteryless embedded systems," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 56, no. 11, pp. 2519-2528, 2009.
3. M. R. Jongerden, A. Mereacre, H. C. Bohnenkamp, B. R. Haverkort, and J.-P. Katoen, "Computing optimal schedules of battery usage in embedded systems," IEEE Transactions on Industrial Informatics, vol. 6, no. 3, pp. 276-286, 2010.
4. H. Aydin, R. Melhem, D. Mosse, and P. Mejia-Alvarez, "Power-aware scheduling for periodic real-time tasks," IEEE Trans. on Computers, vol. 53, no. 5, pp. 584-600, 2004.
5. C. Schurgers, V. Raghunathan, and M. B. Srivastava, "Power management for energy-aware communication systems," ACM Transactions on Embedded Computing Systems, vol. 2, no. 3, pp. 431-447, 2003.
6. "IEEE Standard for Local and metropolitan area networks." http://standards.ieee.org/findstds/standard/802.15.4g-2012.html.
7. B. Zhang, R. Simon, and H. Aydin, "Harvesting-aware energy management for time-critical wireless sensor networks with joint voltage and modulation scaling," IEEE Trans. on Industrial Informatics, vol. 9, no. 1, pp. 514-526, 2013.
8. T. Hamachiyo, Y. Yokota, and E. Okubo, "A cooperative power-saving technique using dvs and dms based on load prediction in sensor networks," in Fourth International Conference on Sensor Technologies and Applications, 2010.
9. W. Yuan and K. Nahrstedt, "Energy-efficient soft real-time cpu scheduling for mobile multimedia systems," in Proceedings of the 19th ACM Symposium on Operating Systems Principles, 2003.
10. R. Xu, D. Mosse, and R. Melhem, "Minimizing expected energy consumption in real-time systems through dynamic voltage scaling," ACM Transactions on Computer Systems, vol. 25, no. 4, 2007.
11. D. Zhu, H. Aydin, and J. J. Chen, "Optimistic reliability aware energy management for real-time tasks with probabilistic execution times," in Proc. of the IEEE Real-Time Systems Symposium, 2008.
12. P. Pillai and K. Shin, "Real-time dynamic voltage scaling for lowpower embedded operating systems," in Proceedings of the 18th ACM Symposium on Operating Systems Principles, 2001.
13. "3rd Generation Intel XScale Microarchitecture." http://download.intel. com/design/intelxscale/31505801.pdf.
14. "AMD Powernow Technology." http://www.amd-k6.com/wp-content/uploads/2012/07/24404a.pdf.
15. K. Craig, Y. Shakhsheer, and B. Calhoun, "Optimal power switch design for dynamic voltage scaling from high performance to subthreshold operation," in Proceedings of the 2012 ACM/IEEE International Symposium on Low-Power Electronics and Design, ISLPED, 2012.
16. Y. Lee et al., "Power-tracking embedded buck x2013; boost converter with fast dynamic voltage scaling for the soc system," IEEE Transactions on Power Electronics, vol. 27, no. 3, pp. 1271-1282, 2012.
17. J. Park, D. Shin, N. Chang, and M. Pedram, "Accurate modeling and calculation of delay and energy overheads of dynamic voltage scaling in modern high-performance microprocessors," in ACM/IEEE International Symposium on Low-Power Electronics and Design, 2010.
18. Z. Cao, B. Foo, L. He, and M. Van Der Schaar, "Optimality and improvement of dynamic voltage scaling algorithms for multimedia applications," IEEE Transactions on Circuits and Systems, vol. 57, no. 3, pp. 681-690, 2010.
19. D. Feitelson, Workload Modeling for Computer Systems Performance Evaluation. 0.34 ed., 2011.
20. M. Yang, Y. Wen, J. Cai, and C. H. Foh, "Energy minimization via dynamic voltage scaling for real-time video encoding on mobile devices," in IEEE International Conference on Communications, 2012.
21. J. Lorch and A. Smith, "Pace: A new approach to dynamic voltage scaling," IEEE Trans. on Computers, vol. 53, no. 7, pp. 856-869, 2004.
22. V. Raghunathan, C. Schurgers, S. Park, and M. B. Srivastava, "Energyaware wireless microsensor networks," Signal Processing Magazine, IEEE, vol. 19, no. 2, pp. 40-50, 2002.
23. G. Sudha Anil Kumar, G. Manimaran, and Z. Wang, "Energy-aware scheduling of real-time tasks in wireless networked embedded systems," in Proceedings of the 28th IEEE International Real-Time Systems Symposium, 2007.
24. B. Fateh and G. Manimaran, "Energy-aware joint scheduling of tasks and messages in wireless sensor networks," in IPDPS Workshops, 2010.
25. J. Yi, C. Poellabauer, X. S. Hu, J. Simmer, and L. Zhang, "Energyconscious co-scheduling of tasks and packets in wireless real-time environments," in Proc. of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2009.
26. V. Devadas and H. Aydin, "On the interplay of voltage/frequency scaling and device power management for frame-based real-time embedded applications," IEEE Transactions on Computers, vol. 61, no. 1, pp. 31-44, 2012.
27. L. Santinelli et al., "Energy-aware packet and task co-scheduling for embedded systems," in Proceedings of the 10th ACM International Conference on Embedded Software, 2010.
28. B. Zhao and H. Aydin, "Minimizing expected energy consumption through optimal integration of dvs and dpm," in Proceedings of the ACM Conference on Computer-Aided Design, 2009.
29. R. Marculescu and P. Bogdan, "Cyberphysical systems: Workload modeling and design optimization," Design Test of Computers, IEEE, vol. 28, pp. 78-87, July 2011.
30. Y. Yu, B. Krishnamachari, and V. Prasanna, "Energy-latency tradeoffs for data gathering in wireless sensor networks," in INFOCOM 2004. The 23rd Annual Joint Conference of the IEEE Computer and Communications Societies, 2004.
31. H. Aydin, R. Melhem, D. Mosse, and P. Mejia-Alvarez, "Optimal reward-based scheduling for periodic real-time tasks," IEEE Trans. on Computers, vol. 50, no. 2, pp. 111-130, 2001.