Understanding Power Consumption Metric on Heterogeneous Memory Systems

Andrès Rubio Proaño, Kento Sato
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Abstract

Contemporary memory systems contain a variety of memory types, each possessing distinct characteristics. This trend empowers applications to opt for memory types aligning with developer's desired behavior. As a result, developers gain flexibility to tailor their applications to specific needs, factoring in attributes like latency, bandwidth, and power consumption. Our research centers on the aspect of power consumption within memory systems. We introduce an approach that equips developers with comprehensive insights into the power consumption of individual memory types. Additionally, we propose an ordered hierarchy of memory types. Through this methodology, developers can make informed decisions for efficient memory usage aligned with their unique requirements.
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了解异构内存系统的功耗指标
当代内存系统包含多种内存类型,每种类型都具有不同的特性。这种趋势使应用程序能够根据开发人员的期望行为选择内存类型。因此,开发人员可以根据特定需求灵活定制应用程序,并将延迟、带宽和功耗等属性考虑在内。我们的研究主要集中在内存系统的功耗方面。我们提出了一种方法,让开发人员能够全面了解单个内存类型的功耗。此外,我们还提出了内存类型的有序层次结构。通过这种方法,开发人员可以做出明智的决定,根据自己的独特需求高效地使用内存。
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