Combined load balancing and energy efficiency in Hadoop
文献类型：期刊论文
| 作者 | Tian, Wenhong1,2 ; Li, Guozhong1; Chen, Yu1; Huang, Chaojie1; Yang, Wutong1
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| 刊名 | Qinghua Daxue Xuebao/Journal of Tsinghua University
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| 出版日期 | 2016 |
| 卷号 | 56期号:11页码:1226-1231 |
| ISSN号 | 10000054 |
| DOI | 10.16511/j.cnki.qhdxxb.2016.26.016 |
| 英文摘要 | Hadoop clusters are widely used in enterprises and research institutions but there are few tools in Hadoop to dynamically load balance and improve the energy efficiency. A dynamic load balancing method with negative feedback was developed for a dynamic management system for Hadoop systems and tested using classic Hadoop benchmark examples. This method reduces the total idle time of the Hadoop nodes by 25% and reduces energy consumption by 14% on average compared with other algorithms by improving the load balancing through reducing the load variations by 10%. © 2016, Tsinghua University Press. All right reserved. |
| 语种 | 中文 |
| 源URL | [http://119.78.100.138/handle/2HOD01W0/4613]  |
| 专题 | 大数据挖掘及应用中心 |
| 作者单位 | 1.School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu; 610054, China; 2.Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing; 400714, China |
| 推荐引用方式 GB/T 7714 | Tian, Wenhong,Li, Guozhong,Chen, Yu,et al. Combined load balancing and energy efficiency in Hadoop[J]. Qinghua Daxue Xuebao/Journal of Tsinghua University,2016,56(11):1226-1231. |
| APA | Tian, Wenhong,Li, Guozhong,Chen, Yu,Huang, Chaojie,&Yang, Wutong.(2016).Combined load balancing and energy efficiency in Hadoop.Qinghua Daxue Xuebao/Journal of Tsinghua University,56(11),1226-1231. |
| MLA | Tian, Wenhong,et al."Combined load balancing and energy efficiency in Hadoop".Qinghua Daxue Xuebao/Journal of Tsinghua University 56.11(2016):1226-1231. |
入库方式： OAI收割
来源：重庆绿色智能技术研究院
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