云计算的节能研究+文献综述
本文首先对云计算的组成进行了分析,然后针对云计算的节能问题进行了研究。通过云计算实验仿真平台，对比研究了不考虑节能的运资源分配、基于DVFS的云计算节能方法、基于静态阈值的云计算节能算法。通过仿真实验可知，云计算节能方法可以有效地节省能源减少环境污染，对于云计算的发展具有重要意义。
毕业论文关键词： 云计算；节能算法；DVFS；CPU利用率
Energy-aware of cloud computing
Abstract: Cloud computing is an emerging model of Business Computing, it distributes computing tasks in a large amount of computer resources pool, so that all applications can access computing power, storage space and a variety of software service according to the needs of users. Cloud computing will all the computing resources together, and realized by software automatic control, without human involvement. This makes the application providers need not to worry about trivial details, and to be more focused on pay more attention to their own business. Furthermore, it is conducive to innovation and cost reduction. Cloud computing technology allows inpiduals and businesses to extremely high computational power available at very low cost.
This paper introduces the definition and characteristics of cloud computing first. Then focuses on energy consumption of cloud computing and energy-aware algorithms for cloud computing. Finally, DVFS and threshold-based algorithm are studied on platform of cloud computing. The results show that energy-aware algorithms can reduce the energy consumption of cloud computing which benefit to the environment.
Keywords: Cloud computing ; Energy-aware algorithm ; CPU utility
目录
摘要 i
Abstract i
目录 ii
1 绪论 1
1.1 研究目的与意义 1
1.2 本文主要研究内容 2
1.3 国内外研究现状 3
1.3.1 国外研究现状 3
1.3.2 国内研究现状 3
1.4 发展趋势 4
2 云计算 5
2.1 云计算应用情况 5
2.2 云计算实现机制 5
2.3 云计算压倒性的成本优势 8
3 云计算平台 12
3.1 GOOGLE文件系统GFS 12
3.1.1 系统结构 12
3.2 分布式编程环境MAPREDUCE 14
3.3 分布式大规模数据管理系统BIGTABLE 16
3.4 GOOGLE的应用 17
4 云计算节能研究 18
4.1 DVFS节能算法 18
4.2 THRRS迁移技术算法 20
5 CloudSim仿真云计算平台 22
5.1 CLOUDSIM体系结构 22
5.1.1 CloudSim核心摸你引擎 23
5.1.2 CloudSim层 25
5.1.3 用户代码层 28
5.2 CLOUDSIM技术实现 28
6 节能算法分析与研究 31
6.1 模拟参数 31
6.2 算法结果 32
6.2.1 不用节能算法运行 32
6.2.2 Dvfs算法运行结果分析 33
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