Approximate Iterative Method for Fast Data Analysis in Internet of Things Environment

被引:0
|
作者
Lee, Yong-Ju [1 ,2 ]
Min, OkGee [1 ]
机构
[1] Elect & Telecommun Res Inst, Software & Contents Res Lab, Big Data Intelligence Res Dept, Daejeon, South Korea
[2] Univ Sci & Technol, Dept Comp Software, Daejeon, South Korea
关键词
Approximate Iteration; IoT (Internet of Things);
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fast data (the next step after big data) revolution leads to new requirements in data processing platforms. To overcome the fast data bottleneck caused by data in extremely rapid transit, adaptive data approximation is one of the alternative ways to handle incredible data speed. In this paper, we present an approximate iterative method for fast data analysis and investigate what benefits and opportunities might be available in Internet of Things environment.
引用
收藏
页码:133 / 136
页数:4
相关论文
共 50 条
  • [1] A Real Data Analysis in an Internet of Things Environment
    Poletti, Joao Victor
    Castro e Martins, Lucas Mauricio
    Almeida, Samuel
    Holanda, Maristela
    de Sousa Junior, Rafael Timoteo
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS 2019), 2019, : 438 - 445
  • [2] A clustering analysis method of big data in the internet of things
    Niu, Y. M.
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 98 - 98
  • [3] ON A FAST ITERATIVE METHOD FOR APPROXIMATE INVERSE OF MATRICES
    Soleymani, Fazlollah
    [J]. COMMUNICATIONS OF THE KOREAN MATHEMATICAL SOCIETY, 2013, 28 (02): : 407 - 418
  • [4] Data Quality Enhancement in Internet in Things Environment
    Karkouch, Aimad
    Al Moatassime, Hassan
    Mousannif, Hajar
    Noel, Thomas
    [J]. 2015 IEEE/ACS 12TH INTERNATIONAL CONFERENCE OF COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2015,
  • [5] Research on Big Data Fusion Method of Smart Grid in the Environment of Internet of Things
    Jia, Ke
    Ju, Xiaoming
    Zhang, Hongbin
    [J]. CLOUD COMPUTING AND SECURITY, PT V, 2018, 11067 : 636 - 647
  • [6] Research on the Structure and Practice of Internet Environment of Things Based on Big Data Analysis
    Fang, Ai-Dong
    Xie, Shi-Chun
    Cui, Lin
    Harn, Lein
    [J]. EKOLOJI, 2019, 28 (107): : 4239 - 4247
  • [7] Information Security Monitoring and Management Method Based on Big Data in the Internet of Things Environment
    Liang, Wuchao
    Li, Wenning
    Feng, Lili
    [J]. IEEE ACCESS, 2021, 9 : 39798 - 39812
  • [8] An Analysis of CoAP as Transport in an Internet of Things Environment
    Coetzee, Louis
    Oosthuizen, Dawid
    Mkhize, Buhle
    [J]. 2018 IST-AFRICA WEEK CONFERENCE (IST-AFRICA), 2018,
  • [9] An Adaptive Method for Data Reduction in the Internet of Things
    Fathy, Yasmin
    Barnaghi, Payam
    Tafazolli, Rahim
    [J]. 2018 IEEE 4TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2018, : 729 - 735
  • [10] Research of internet of things method for data Compression
    Peng, Yuhua
    Xu, Wenli
    Xiong, Yan
    [J]. JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2021, 24 (04): : 673 - 680