Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net

	Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net
	Song, Weijing 1; Wang, Lizhe 1; Ranjan, Rajiv 1; Kolodziej, Joanna 1; Chen, Dan 1
刊名	IEEE SYSTEMS JOURNAL
	2015
卷号	9 期号:2 页码:5511-5533
关键词	Large-scale data flow multidatacenter computing Petri net
通讯作者	Wang, LZ (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China.
英文摘要	There are several use cases that involve the need to transfer data between datacenters when processing large-scale data sets. Data transmission in a multidatacenter computing system has new characteristics that are hard to express and handle using traditional methods. Thus, it is necessary for a new transmission strategy to be developed for users of multidatacenter computing systems. This paper gives a general data model, a network model, and a multidatacenter model to describe the research problem clearly. We propose four new methods to meet the new features of data transmission among datacenters. Based on these models and methods, we propose a new data flow transmission model and analyze its validity.
研究领域[WOS]	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Operations Research & Management Science ; Telecommunications
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000355211600010
内容类型	期刊论文
源URL	[http://ir.ceode.ac.cn/handle/183411/38192]
专题	遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位	1.[Song, Weijing 2.Wang, Lizhe] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China 3.[Song, Weijing] Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.[Wang, Lizhe 5.Chen, Dan] Chinese Univ Geosci, Sch Comp Sci, Wuhan 430074, Peoples R China 6.[Ranjan, Rajiv] CSIRO, ICT, Clayton, Vic 3169, Australia 7.[Kolodziej, Joanna] Cracow Univ Technol, Inst Comp Sci, PL-31155 Krakow, Poland
推荐引用方式 GB/T 7714	Song, Weijing,Wang, Lizhe,Ranjan, Rajiv,et al. Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net[J]. IEEE SYSTEMS JOURNAL,2015,9(2):5511-5533.
APA	Song, Weijing,Wang, Lizhe,Ranjan, Rajiv,Kolodziej, Joanna,&Chen, Dan.(2015).Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net.IEEE SYSTEMS JOURNAL,9(2),5511-5533.
MLA	Song, Weijing,et al."Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net".IEEE SYSTEMS JOURNAL 9.2(2015):5511-5533.