MORSE: Multi-objective reconfigurable self-optimizing memory scheduler

Janani Mukundan, José F. Martínez
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引用次数: 57

Abstract

We propose a systematic and general approach to designing self-optimizing memory schedulers that can target arbitrary figures of merit (e.g., performance, throughput, energy, fairness). Using our framework, we instantiate three memory schedulers that target three important metrics: performance and energy efficiency of parallel workloads, as well as throughput/fairness of multiprogrammed workloads. Our experiments show that the resulting hardware significantly outperforms the state of the art in all cases.
多目标可重构自优化内存调度程序
我们提出了一种系统和通用的方法来设计自优化内存调度器,可以针对任意数字的优点(例如,性能,吞吐量,能量,公平性)。使用我们的框架,我们实例化了三个内存调度器,它们针对三个重要指标:并行工作负载的性能和能源效率,以及多程序工作负载的吞吐量/公平性。我们的实验表明,最终的硬件在所有情况下都明显优于目前的技术水平。
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