重构感知任务图调度

H. Kooti, E. Bozorgzadeh
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引用次数: 6

摘要

由于嵌入式系统对可重构性的要求越来越高,实时任务调度受到不可忽略的重构开销的挑战。在考虑数据依赖和数据通信开销的情况下,引入异构可重构系统在可重构开销下的实时任务调度问题。我们引入了一种新的图表示,它捕获了由于数据依赖和重新配置引起的延迟开销。我们将该问题表述为一个网络流问题,并提供了一个混合整数线性规划解决方案,以最小化完工时间,即所谓的makespan。结果表明,与最大迁移开销调度相比,我们提出的调度平均提高了24.20%的完工时间。
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Reconfiguration-Aware Task Graph Scheduling
Due to increasing demand for reconfigurability in embedded systems, real-time task scheduling is challenged by non-negligible reconfiguration overheads. We introduce the problem of real-time task scheduling under reconfiguration overhead on heterogeneous reconfigurable systems while considering the data dependencies and data communication overhead. We introduce a novel graph representation which captures the delay overhead due to data dependencies and reconfiguration. We formulate the problem as a network flow problem and provide a mixed integer linear programming solution to minimize the completion time so called makespan. Results show that our proposed scheduling improves the makespan by 24.20% (on average) in comparison with maximum-transition-overhead scheduling.
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