Influence of the VM Manager on Private Cluster Data Mining System

被引：0
|
作者：
Czerwinski, Dariusz [1 ]
机构：
[1] Lublin Univ Technol, PL-20618 Lublin, Poland
来源：
COMPUTER NETWORKS, CN 2014 | 2014年 / 431卷
关键词：
computer networks; data mining system; virtualization; Cloudera Hadoop;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper the comparative analysis of the impact of the virtual machine manager on the Private Cluster Data Mining System performance was shown. The idea of the research is comparison of the performance of Data Mining System under different VM's and different operating systems. In this article the results obtained in a test environment, based on the Ubuntu Desktop 13.10 x64 used as host OS and Cloudera Hadoop distribution used as personal cluster guest OS, were shown. The main focus of the research is the hypervisor impact on the typical operations in data mining system, such as parallelized calculation, file system operations and the use of CPU resources.
引用
收藏
页码：47 / 56
页数：10
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