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

机译:异构多处理器上的能量感知实时调度

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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.
机译:由于其与均匀的多处理器架构相比,异构多处理器一直稳定地获得重要性。在从均匀的多处理器转换到异构架构期间创建了对异构多过程的调度算法的许多挑战,特别是对于实时应用。在本文中,我们使用能量感知实时调度引入了最佳算法,用于异构多​​核处理器上的多个任务。我们首先提出了一种从动态和静态能量的角度来建立能量建模,考虑到软件和硬件级别的参数。之后,我们将最佳作业的实时调度策略首先使用能量建模的能量参数,任务的长度以及本地优先级将优先级分配给每个任务的优先级,提出了快速处理器的实时调度策略。我们的仿真结果表明,OJFPF算法采用能源建模算法显着降低了整体能源消耗,提高了性能。

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