一种用于网络存储系统的使用非易失性闪存的节能框架

Mais Nijim, Ahmed Abukmail, Adel Ali
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引用次数: 0

摘要

在过去的十年中,并行磁盘系统具有很高的可扩展性,并且能够缓解磁盘I/O瓶颈问题,因此被广泛用于支持各种数据密集型应用程序。优化并行磁盘系统中的能源消耗对备用发电和冷却设备的成本有很大影响,因为数据中心的运营成本中很大一部分是由于能源消耗和冷却。尽管开发了各种并行磁盘系统来实现高性能和能源效率,但大多数现有的并行磁盘系统缺乏在动态变化的工作负载条件下节省能源的自适应方法。为了弥补这一缺陷,我们提出了一个节能框架。在该框架中,我们开发了一种自适应节能机制,该机制利用动态电压缩放机制在不牺牲性能的情况下节省并行磁盘系统中的能量。该框架利用适配器动态地为并行磁盘选择最合适的电压供应,同时保证指定的性能,例如磁盘请求所需的响应时间。我们进行了大量的实验来定量评估所提出框架的性能。为了验证我们的框架,我们开发了一种能量感知算法,该算法将DVS与闪存(简称DCAPS)集成在一起。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An energy efficient framework using non-volatile flash memory for networked storage systems
In the past decade parallel disk systems have been highly scalable and able to alleviate the problem of disk I/O bottleneck, thereby being widely used to support a wide range of data- intensive applications. Optimizing energy consumption in parallel disk systems has strong impacts on the cost of backup power-generation and cooling equipment, because a significant fraction of the operation cost of data centres is due to energy consumption and cooling. Although a variety of parallel disk systems were developed to achieve high performance and energy efficiency, most existing parallel disk systems lack an adaptive way to conserve energy in dynamically changing workload conditions. To remedy this deficiency, we proposed an energy efficient framework. In the framework, we developed an adaptive energy conservation mechanism that makes use of the Dynamic Voltage Scaling Mechanism to conserve energy in parallel disk systems without sacrificing performance. The framework leverages the adaptor to dynamically choose the most appropriate voltage supplies for parallel disks while guaranteeing specified performance for example disk request’s desired response time. We conduct extensive experiments to quantitatively evaluate the performance of the proposed framework. To validate our framework, we developed an energy aware algorithm that integrates DVS with flash (DCAPS for short).
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