• DocumentCode
    2453592
  • Title

    Energy-aware real-time scheduling on Heterogeneous Multi-Processor

  • Author

    Gang Wang ; Wenming Li ; Xiali Hei

  • Author_Institution
    CSE Dept., Univ. of Connecticut, Storrs, CT, USA
  • fYear
    2015
  • fDate
    18-20 March 2015
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Heterogeneous Multi-Processor has been steadily gaining importance because of its potential energy efficiency compared to homogeneous multi-processor architectures. Many challenges for scheduling algorithms on heterogeneous multi-process are created during the shift from homogeneous multi-processor to heterogeneous architectures, especially for real-time applications. In this paper, we introduce an optimal algorithm, using energy-aware real-time scheduling, for multiple tasks on heterogeneous multi-core processors. We first propose an energy modelling from both dynamic and static energy perspectives, considering the parameters both of software and hardware levels. After that we propose a real-time scheduling policy of Optimal Job to a Fast Processor First (OJFPF) using the parameter of energy achieved from energy modelling, the length of tasks as well as the local priority to assign the priority to each task. Our simulation results show that OJFPF algorithm using the energy modelling significantly reduce the overall energy consumption and improve the performance.
  • Keywords
    computer architecture; energy consumption; multiprocessing systems; power aware computing; processor scheduling; real-time systems; OJFPF algorithm; dynamic energy; energy consumption; energy modelling; energy-aware real-time scheduling; heterogeneous architecture; heterogeneous multicore processor; heterogeneous multiprocessor; homogeneous multiprocessor architecture; optimal algorithm; optimal job to a fast processor first; potential energy efficiency; real-time scheduling policy; scheduling algorithm; static energy; Energy consumption; Instruction sets; Multicore processing; Optimal scheduling; Processor scheduling; Real-time systems; Scheduling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences and Systems (CISS), 2015 49th Annual Conference on
  • Conference_Location
    Baltimore, MD
  • Type

    conf

  • DOI
    10.1109/CISS.2015.7086884
  • Filename
    7086884