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A lazy DVS approach for dynamic real time system

Published: 03 November 2016 Publication History

Abstract

This paperpresents a LazyDVS scheduling algorithm that offers higher acceptance ratio (number of tasks able to meet their deadline is to number of tasks appearing) with equivalent orlesser energy consumption for battery powered dynamic real time system. It is modeled for aperiodic workload by utilizing the concept of late start and dynamic voltage scaling. In this paper, with a motivational example we show that existing approaches have poor energy and aperiodic workload management, thus, are not suitable for scheduling aperiodic workload on limited source of energy. Based on this motivation we propose a Lazy DVS scheduling algorithm that tradeoffs between timing constraint and the available energy to provide better acceptance ratio with lower energy. The extensive examples and simulation results illustrate that our approach can effectively improve the acceptance ratio while consuming lower energy.

References

[1]
H. Aydin, R.G. Melhem, D. Mosse´, and P. Meji´a-Alvarez, "Power-Aware Scheduling for Periodic Real-Time Tasks", IEEE Trans.Computers, vol. 53, no. 5, pp. 584--600, May 2004.
[2]
I. Hong, M. Potkonjak, and M.B. Srivastava, "On-Line Schedulingof Hard Real-Time Tasks on Variable Voltage Voltage Processor,"Proc. Int'l Conf. Computer-Aided Design, pp. 653--656, 1998.
[3]
P. Meji´a-Alvarez, E. Levner, and D. Mosse´, "Adaptive SchedulingServer for Power-Aware Real-Time Tasks," ACM Trans. EmbeddedComputing Systems, vol. 3, no. 2, pp. 284--306, 2004.
[4]
V. Sharma, A. Thomas, T. Abdelzaher, K. Skadron, and Z. Lu, "Power-Aware QoS Management in Web Servers," Proc. IEEEReal-Time Systems Symp., pp. 63--72, 2003.
[5]
P. Pillai and K.G. Shin, "Real-Time Dynamic Voltage Scaling forLow-Power Embedded Operating Systems," in Proc. 18th Symp.Operating Systems Principles, pp. 89--102, 2001.
[6]
Y. Zhu and F. Mueller, "Feedback EDF Scheduling ExploitingDynamic Voltage Scaling," Proc. IEEE Real-Time and EmbeddedTechnology and Applications Symp., pp. 203--212, 2004.
[7]
A. Sinha and A.P. Chandrakasan, "Energy Efficient Real-TimeScheduling," Proc. Int'l Conf. Computer-Aided Design, pp. 458--470, 2001.
[8]
A. Qadi, S. Goddard, and S. Farritor, "A Dynamic Voltage ScalingAlgorithm for Sporadic Tasks," Proc. IEEE Real-Time SystemsSymp., pp. 52--62, 2003.
[9]
Y. Shin and K. Choi, "Power Conscious Fixed Priority Schedulingfor Hard Real-Time Systems," Proc. Design Automation Conf.pp. 134--139, 1999.
[10]
Y. Doh, D. Kim, Y.-H. Lee, and C. M. Krishna. ConstrainedEnergy Allocation for Mixed Hard and Soft Real-Time Tasks. InProc. of Int. Conf. on Real-Time and Embedded Computing Systemsand Applications, pages 533--550, 2003.
[11]
W. Yuan and K. Nahrstedt. Integration of Dynamic VoltageScaling and Soft Real-Time Scheduling for Open Mobile systems. InProc. of Int. Workshop on Network and Operating Systems Supportfor Digital Audioand Video, pages 105--114, 2002.
[12]
D.Shin and J.kim "Dynamic voltage scaling of periodic andaperiodic tasks in priority-driven systems" In Proc. of Asia and SouthPacific Design, pp 653--658, 2004.
[13]
Y. Shin and K. Choi. Power Conscious Fixed PriorityScheduling for Hard Real-Time Systems. Proceedings of theDesign Automation Conference, pp. 134--139, June 1999.
[14]
Y.-H. Lee and C. M. Krishna, "Voltage-Clock Scaling for LowEnergy Consumption in Real-Time Embedded Systems", Proceedingsof the Sixth Int'l Conf. on Real Time Computing Systemsand Applications, pp. 272--279, 1999.
[15]
F. Gruian, "Hard Real-Time Scheduling for Low-Energy UsingStochastic Data and DVS Processors," Proc. Int'l Symp. LowPowerElectronics and Design, pp. 46--51, 2001.

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Published In

cover image ACM SIGBED Review
ACM SIGBED Review  Volume 13, Issue 4
Special Issue on 14th International Workshop on RealTime Networks (RTN 2016)
September 2016
65 pages
EISSN:1551-3688
DOI:10.1145/3015037
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 03 November 2016
Published in SIGBED Volume 13, Issue 4

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Author Tags

  1. aperiodic
  2. dynamic voltage scaling
  3. energy aware scheduling
  4. quality of service (QoS)
  5. real time systems

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