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Coordinating workload balancing and power switching in renewable energy powered data center

机译:协调可再生能源供电数据中心中的工作负载平衡和电源切换

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摘要

There has been growing concern about energy consumption and environmental impact of datacenters. Some pioneers begin to power datacenters with renewable energy to offset carbon footprint. However, it is challenging to integrate intermittent renewable energy into datacenter power system. Grid-tied system is widely deployed in renewable energy powered datacenters. But the drawbacks (e.g. Harmonic disturbance and costliness) of grid tie inverter harass this design. Besides, the mixture of green load and brown load makes power management heavily depend on software measurement and monitoring, which often suffers inaccuracy. We propose DualPower, a novel power provisioning architecture that enables green datacenters to integrate renewable power supply without grid tie inverters. To optimize DualPower operation, we propose a specially designed power management framework to coordinate workload balancing with power supply switching. We evaluate three optimization schemes (LM, PS and JO) under different datacenter operation scenarios on our trace-driven simulation platform. The experimental results show that DualPower can be as efficient as grid-tied system and has good scalability. In contrast to previous works, DualPower integrates renewable power at lower cost and maintains full availability of datacenter servers.
机译:人们越来越关注数据中心的能耗和环境影响。一些先驱者开始使用可再生能源为数据中心供电,以抵消碳足迹。但是,将间歇性可再生能源集成到数据中心电源系统中具有挑战性。并网系统广泛部署在可再生能源供电的数据中心中。但是并网逆变器的缺点(例如谐波干扰和昂贵)困扰了该设计。此外,绿色负载和棕色负载的混合使得电源管理在很大程度上取决于软件的测量和监视,而这些测量和监视通常会不准确。我们提出了DualPower,这是一种新颖的电源供应体系结构,它使绿色数据中心能够集成可再生电源而无需并网逆变器。为了优化DualPower的运行,我们提出了一种经过特殊设计的电源管理框架,以协调工作负载平衡和电源切换。我们在跟踪驱动的仿真平台上,评估了在不同数据中心操作场景下的三种优化方案(LM,PS和JO)。实验结果表明,DualPower可以与并网系统一样高效,并且具有良好的可扩展性。与以前的工作相比,DualPower以较低的成本集成了可再生能源,并保持了数据中心服务器的完全可用性。

著录项

  • 来源
    《Frontiers of computer science in China》 |2016年第3期|574-587|共14页
  • 作者单位

    State Key Laboratory of Software Development Environment, Beihang University, Beijing 100191, China,School of Computer Science and Engineering, Beihang University, Beijing 100191, China;

    State Key Laboratory of Software Development Environment, Beihang University, Beijing 100191, China,School of Computer Science and Engineering, Beihang University, Beijing 100191, China;

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China;

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China;

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    renewable energy; green computing; power provisioning; power management;

    机译:再生能源;绿色计算;电源供应;能源管理;

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