基于nvram的间歇系统的信息年龄最小化

Hung-Yu Lin, Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Tseng-Yi Chen, W. Shih
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引用次数: 0

摘要

由于非易失性随机存取存储器(NVRAM)的空闲功耗接近于零的特性,NVRAM作为易失性RAM的一个很好的替代品,在能量限制和小型嵌入式系统上运行的间歇性电源上得到了普及。特别是MLC (multi-level cell) NVRAM,通过交替使用不同保留周期的数据写入模式,可以进一步降低数据写入的能耗。但是,由于间歇性系统的供电不稳定,随着时间的推移,NVRAM上的数据可能会过时,导致现实失真。由于间歇性系统通常涉及大量传感器和众多发射器来收集环境数据,因此数据的新鲜度对于准确的科学研究至关重要。为了保证数据的新鲜度,针对基于mlc - nvram的间歇系统,提出了一种最小化平均系统信息年龄(AoI)的方案,简称为MASA方案。该策略根据传感器的数据更新间隔协调数据写入模式,以最小化AoI和能耗为目标。实验结果表明,该策略比现有策略获得了更好的平均AoI。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Minimizing Age-of-Information of NVRAM-based Intermittent Systems
Due to the near-zero idle power consumption characteristic of non-volatile random access memory (NVRAM), NVRAM has gained popularity as a great alternative to volatile RAM on energy-constraint and tiny embedded systems that run on intermittent power. In particular, multi-level-cell (MLC) NVRAM can further reduce the energy consumption of data writes by alternating data write modes with different retention periods. Nevertheless, due to the unstable power supply of intermittent systems, data on NVRAM could become obsolete and result in distortion of reality as time goes by. As intermittent systems typically involve a large number of sensors and numerous transmitters to collect environmental data, data freshness is vital for accurate scientific study. To ensure the data freshness, this paper proposes a minimizing average system age-of-information (AoI) scheme, abbreviated as MASA scheme, for MLC-NVRAM-based intermittent systems. The proposed policy harmonizes data write modes according to data update intervals of sensors with the goal of minimizing AoI and energy consumption. The experimental results indicate that the proposed policy achieves a better average AoI than the existing schemes.
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