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Contention Energy-Aware Real-Time Task Mapping on NoC Based Heterogeneous MPSoCs

机译:基于NOC的异构MPSOC的争用与能量感知实时任务映射

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摘要

Network-on-Chip (NoC)-based multiprocessor system-on-chips (MPSoCs) are becoming the de-facto computing platform for computationally intensive real-time applications in the embedded systems due to their high performance, exceptional quality-of-service (QoS) and energy efficiency over superscalar uniprocessor architectures. Energy saving is important in the embedded system because it reduces the operating cost while prolongs lifetime and improves the reliability of the system. In this paper, contention-aware energy efficient static mapping using NoC-based heterogeneous MPSoC for real-time tasks with an individual deadline and precedence constraints is investigated. Unlike other schemes task ordering, mapping, and voltage assignment are performed in an integrated manner to minimize the processing energy while explicitly reduce contention between the communications and communication energy. Furthermore, both dynamic voltage and frequency scaling and dynamic power management are used for energy consumption optimization. The developed contention-aware integrated task mapping and voltage assignment (CITM-VA) static energy management scheme performs tasks ordering using earliest latest finish time first (ELFTF) strategy that assigns priorities to the tasks having shorter latest finish time (LFT) over the tasks with longer LFT. It remaps every task to a processor and/or discrete voltage level that reduces processing energy consumption. Similarly, the communication energy is minimized by assigning discrete voltage levels to the NoC links. Further, total energy efficiency is achieved by putting the processor into a low-power state when feasible. Moreover, this approach resolves the contention between communications that traverse the same link by allocating links to communications with higher priority. The results obtained through extensive simulations of real-world benchmarks demonstrate that CITM-VA approach outperforms state-of-the-art technique and achieves an average ~30% total energy improvement. Additionally, it maintains high QoS and robustness for real-time applications.
机译:基于网络(NOC)的多处理器系统芯片(MPSOC)正在成为嵌入式系统中的计算密集型实时应用的De-Facto计算平台,因为它们的高性能,卓越的服务质量(QoS)和超级单处理器架构的能量效率。节能在嵌入式系统中非常重要,因为它降低了运营成本,而延长寿命并提高了系统的可靠性。在本文中,研究了使用基于NOC的异构MPSOC进行各个截止日期和优先约束的争用的节能静态映射。与其他方案的任务订购,映射和电压分配不同,以以集成的方式执行,以最小化处理能量,同时在显式降低通信和通信能量之间的争用。此外,动态电压和频率缩放和动态电源管理都用于能耗优化。发达的争夺感知的集成任务映射和电压分配(Citm-VA)静态能量管理方案使用最新的最新结束时间首次(elftf)策略来执行任务,该策略将优先级分配给在任务中具有更短的最新完成时间(LFT)的任务较长的LFT。它将每项任务缩小到处理器和/或离散电压电平,从而降低处理能量消耗。类似地,通过将​​离散电压电平分配给NOC链路来最小化通信能量。此外,通过将处理器放入可行时的低功率状态来实现总能效。此外,这种方法通过分配与具有更高优先级的通信的链接来解决遍历相同链路之间的通信之间的争用。通过广泛模拟的现实基准获得的结果表明Citm-VA方法优于最先进的技术,实现了平均能量改进的平均〜30%。此外,它可以保持高QoS和实时应用的鲁棒性。

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