• DocumentCode
    929399
  • Title

    Power-aware scheduling for periodic real-time tasks

  • Author

    Aydin, Hakan ; Melhem, Rami ; Mossé, Daniel ; Mejía-Alvarez, Pedro

  • Author_Institution
    Dept. of Comput. Sci., George Mason Univ., Fairfax, VA, USA
  • Volume
    53
  • Issue
    5
  • fYear
    2004
  • fDate
    5/1/2004 12:00:00 AM
  • Firstpage
    584
  • Lastpage
    600
  • Abstract
    We address power-aware scheduling of periodic tasks to reduce CPU energy consumption in hard real-time systems through dynamic voltage scaling. Our intertask voltage scheduling solution includes three components: 1) a static (offline) solution to compute the optimal speed, assuming worst-case workload for each arrival, 2) an online speed reduction mechanism to reclaim energy by adapting to the actual workload, and 3) an online, adaptive and speculative speed adjustment mechanism to anticipate early completions of future executions by using the average-case workload information. All these solutions still guarantee that all deadlines are met. Our simulation results show that our reclaiming algorithm alone outperforms other recently proposed intertask voltage scheduling schemes. Our speculative techniques are shown to provide additional gains, approaching the theoretical lower-bound by a margin of 10 percent.
  • Keywords
    electronic engineering computing; optimisation; power consumption; real-time systems; scheduling; CPU energy consumption; average-case workload information; dynamic voltage scaling; online speed reduction mechanism; periodic task scheduling; power-aware scheduling; real-time systems; speed adjustment mechanism; voltage scheduling; CMOS technology; Central Processing Unit; Clocks; Dynamic scheduling; Dynamic voltage scaling; Energy consumption; Frequency; Job shop scheduling; Processor scheduling; Real time systems;
  • fLanguage
    English
  • Journal_Title
    Computers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9340
  • Type

    jour

  • DOI
    10.1109/TC.2004.1275298
  • Filename
    1275298