Power-aware provisioning of virtual machines for real-time Cloud services

被引:100
|
作者
Kim, Kyong Hoon [2 ]
Beloglazov, Anton [1 ]
Buyya, Rajkumar [1 ]
机构
[1] Univ Melbourne, Cloud Comp & Distributed Syst CLOUDS Lab, Dept Comp Sci & Software Engn, Parkville, Vic 3010, Australia
[2] Gyeongsang Natl Univ, Dept Informat, Jinju, South Korea
来源
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE | 2011年 / 23卷 / 13期
关键词
cloud computing; real-time services; energy-efficient computing; green data centers;
D O I
10.1002/cpe.1712
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Reducing power consumption has been an essential requirement for Cloud resource providers not only to decrease operating costs, but also to improve the system reliability. As Cloud computing becomes emergent for the Anything as a Service (XaaS) paradigm, modern real-time services also become available through Cloud computing. In this work, we investigate power-aware provisioning of virtual machines for real-time services. Our approach is (i) to model a real-time service as a real-time virtual machine request; and (ii) to provision virtual machines in Cloud data centers using dynamic voltage frequency scaling schemes. We propose several schemes to reduce power consumption by hard real-time services and power-aware profitable provisioning of soft real-time services. Copyright (C) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:1491 / 1505
页数:15
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