Context Aware Information Classification in Fog Computing

Prashant Sangulagi, A. Sutagundar
{"title":"Context Aware Information Classification in Fog Computing","authors":"Prashant Sangulagi, A. Sutagundar","doi":"10.1109/ICAECC.2018.8479464","DOIUrl":null,"url":null,"abstract":"Fog computing is a recent trend in networking where it is acting as a middleware between networking end devices / sensors and cloud computing. The fog computing is a solution to Iatency problem in the networks,which are connected to cloud computing. The fog computing computes, networks, compresses and provides the security to the information so that only essential information is stored in the cloud server and it can beeasilyaccessible to users. In this paper we are proposing a new concept inside the fogging. Instead of considering the huge amount of sensory data into fog for computation, only the required amount of information is called for computation and further process by the inclusion of context aware information classifier. The proposal further enhances the features of fog computing along with further minimizing the Iatency issue by considering K-NN & ID3 classifiers and making effective connectivity between sensors and clouds server.","PeriodicalId":106991,"journal":{"name":"2018 Second International Conference on Advances in Electronics, Computers and Communications (ICAECC)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Second International Conference on Advances in Electronics, Computers and Communications (ICAECC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAECC.2018.8479464","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Fog computing is a recent trend in networking where it is acting as a middleware between networking end devices / sensors and cloud computing. The fog computing is a solution to Iatency problem in the networks,which are connected to cloud computing. The fog computing computes, networks, compresses and provides the security to the information so that only essential information is stored in the cloud server and it can beeasilyaccessible to users. In this paper we are proposing a new concept inside the fogging. Instead of considering the huge amount of sensory data into fog for computation, only the required amount of information is called for computation and further process by the inclusion of context aware information classifier. The proposal further enhances the features of fog computing along with further minimizing the Iatency issue by considering K-NN & ID3 classifiers and making effective connectivity between sensors and clouds server.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
雾计算中上下文感知的信息分类
雾计算是网络中的一个最新趋势,它作为网络终端设备/传感器和云计算之间的中间件。雾计算是解决连接到云计算的网络中的时延问题的一种方法。雾计算对信息进行计算、联网、压缩并提供安全保障,只有必要的信息存储在云服务器上,用户可以很容易地访问。在本文中,我们提出了一个新的雾化概念。而不是将大量的感官数据考虑到雾中进行计算,而是通过包含上下文感知信息分类器,只调用所需的信息量进行计算和进一步处理。该方案通过考虑K-NN和ID3分类器,并在传感器和云服务器之间建立有效的连接,进一步增强了雾计算的特性,并进一步最小化了延迟问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Design and Analysis of Two Novel Metamaterial Unit Cell for Antenna Engineering Distributed Component-Based Crawler for AJAX Applications Preprocessing and Binarization of Inscription Images using Phase Based Features Cellular Automata based Optimal Illumination in LED Based Lighting Systems Classification of Healthy and Pathological voices using MFCC and ANN
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1