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A novel memory allocation scheme for memory energy reduction in virtualization environment

机译:一种用于虚拟化环境中减少内存能耗的新颖内存分配方案

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摘要

Energy consumption is now a growing problem and leads to high costs in large data center based on virtualization technology. In data center, large memory consumes the main part of total energy, up to 41%. Observed from our experiments, we find that the dispersion characteristic of the virtual machine memory has a great impact on the overall energy consumption. This paper redesigns virtual machine's memory allocation scheme to reduce memory's energy consumption in virtual machine monitor. Two heuristic algorithms of allocating memory for virtual machines are proposed. Besides, based on the new memory allocations, we also design a dynamic memory management system for runtime environment. Experimental results show that our scheme achieves above 50% power reduction.
机译:能源消耗现在是一个日益严重的问题,并导致基于虚拟化技术的大型数据中心的高成本。在数据中心,大内存消耗了总能量的主要部分,高达41%。从我们的实验观察,我们发现虚拟机内存的分散特性对整体能耗有很大影响。本文重新设计了虚拟机的内存分配方案,以减少虚拟机监视器中的内存能耗。提出了两种为虚拟机分配内存的启发式算法。此外,基于新的内存分配,我们还为运行时环境设计了动态内存管理系统。实验结果表明,我们的方案实现了50%以上的功耗降低。

著录项

  • 来源
    《Journal of computer and system sciences》 |2015年第1期|3-15|共13页
  • 作者单位

    Services Computing Technology and System Lab., Cluster and Grid Computing Lab., School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Services Computing Technology and System Lab., Cluster and Grid Computing Lab., School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Services Computing Technology and System Lab., Cluster and Grid Computing Lab., School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

    Services Computing Technology and System Lab., Cluster and Grid Computing Lab., School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Memory energy consumption; Virtualization; Memory allocation algorithm; Rank;

    机译:内存能耗;虚拟化;内存分配算法;秩;

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