SIA OpenIR  > 数字工厂研究室
A Cloud Computing Platform for Data Analysis based on R Cluster
Tong YM(仝义明); Zheng ZY(郑泽宇); Fu DZ(付殿峥); Fu Y(傅洋); Li S(李帅)
Department数字工厂研究室
Conference Name2016 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2016
Conference DateOctober 13-15, 2016
Conference PlaceChengdu, China
Source Publication2016 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2016
PublisherIEEE
Publication PlaceNew York
2016
Pages243-248
Indexed ByEI ; CPCI(ISTP)
EI Accession number20171303491920
WOS IDWOS:000401467600044
Contribution Rank1
ISBN978-1-5090-5154-0
KeywordCloud Computing Platform Data Analysis Resource Virtualization r
AbstractTranslation of Data analysis algorithms from data analysis language to high-level programming language is hard work when we construct a cloud computing platform for data analysis. It adds implementation difficulty and maintenance cost of constructing the platform. This paper suggests a new method to use the popular data analysis language R directly on constructing a cloud computing platform. By using resource virtualization techniques, computing resource environment is virtualized into R cluster based on given configurations. By allocating different R machines from R cluster to specified data analysis service, we solve the problem that data analysis algorithms implemented in R should be run in single-user mode only and cannot be customized. After verification, this method simplifies the work of translating data analysis algorithms and speeds up the process of constructing a cloud computing platform for data analysis.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/19485
Collection数字工厂研究室
Corresponding AuthorTong YM(仝义明)
Affiliation1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China
2.Key Laboratory of Network Control System, Chinese Academy of Sciences, Shenyang, 110016, China
Recommended Citation
GB/T 7714
Tong YM,Zheng ZY,Fu DZ,et al. A Cloud Computing Platform for Data Analysis based on R Cluster[C]. New York:IEEE,2016:243-248.
Files in This Item: Download All
File Name/Size DocType Version Access License
A Cloud Computing Pl(2057KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Tong YM(仝义明)]'s Articles
[Zheng ZY(郑泽宇)]'s Articles
[Fu DZ(付殿峥)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Tong YM(仝义明)]'s Articles
[Zheng ZY(郑泽宇)]'s Articles
[Fu DZ(付殿峥)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Tong YM(仝义明)]'s Articles
[Zheng ZY(郑泽宇)]'s Articles
[Fu DZ(付殿峥)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: A Cloud Computing Platform for Data Analysis based on R Cluster.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.