SIA OpenIR  > 信息服务与智能控制技术研究室
面向物联网的海量数据处理研究
Alternative TitleResearch on mass data processing with networking oriented
杨昭; 南琳; 高嵩
Department信息服务与智能控制技术研究室
Source Publication机械设计与制造
ISSN1001-3997
2012
Issue3Pages:229-231
Contribution Rank1
Funding Organization国家“863”计划基金资助项目(2006AA04A1 17)
Keyword物联网 海量数据 分级处理 降维处理
Abstract物联网近年来受到人们的广泛关注。伴随各种感知技术的综合应用,物联网所处理的数据量较之以往的任何网络都巨大,呈现真正意义上的海量特征,如何高效、自动、智能化地处理这些数据是物联网亟待解决的关键技术之一。提出一种基于多级数据处理的嵌入式中间件系统的体系结构,采用数据分级和分布式处理技术,实现实时信息处理的负载均衡,并提出基于最小量嵌入算法的数据降维方法,在尽可能多地保留原始信息的基础上,减少信息处理的数据量,从而提高物联网应用系统的整体效率。
Other AbstractIn recent years,extensive attention has been paid to the internet of things.With comprehensive application of the perceptual tec hnologies,it will generate larger amounts of data than those generated by other internets.How to handle these data effci ently,automatically and intelligently is one of key technology for the internet of the thin gs to solve.It presents two ideas to solve this problem.The first is multi-level processing of these data;the second is to reduce the dimension of these data. 更多还原
Language中文
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/9959
Collection信息服务与智能控制技术研究室
Affiliation1.中国科学院研究生院
2.中国科学院沈阳自动化所
Recommended Citation
GB/T 7714
杨昭,南琳,高嵩. 面向物联网的海量数据处理研究[J]. 机械设计与制造,2012(3):229-231.
APA 杨昭,南琳,&高嵩.(2012).面向物联网的海量数据处理研究.机械设计与制造(3),229-231.
MLA 杨昭,et al."面向物联网的海量数据处理研究".机械设计与制造 .3(2012):229-231.
Files in This Item: Download All
File Name/Size DocType Version Access License
面向物联网的海量数据处理研究.pdf(347KB) 开放获取LicenseView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[杨昭]'s Articles
[南琳]'s Articles
[高嵩]'s Articles
Baidu academic
Similar articles in Baidu academic
[杨昭]'s Articles
[南琳]'s Articles
[高嵩]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[杨昭]'s Articles
[南琳]'s Articles
[高嵩]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 面向物联网的海量数据处理研究.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

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