Research on interactive data packet storage algorithm for Hadoop cloud computing platform

被引:0
|
作者
Ou Y.-F. [1 ]
Li Y.-X. [1 ]
Liu W.-G. [2 ]
机构
[1] Guilin Tourism University, Guilin
[2] Guangxi Normal University, Guilin
关键词
Hadoop cloud computing platform; interactive data; packet storage;
D O I
10.1504/IJICT.2022.125543
中图分类号
学科分类号
摘要
The accuracy of traditional interactive data packet storage algorithms for data packet storage is not high, the storage time is very large, and the integrity of the data cannot be guaranteed. Therefore, a new type of interactive data packet storage algorithm is proposed. First, Bayes’ theorem is used to calculate the frequency of grouping categories, so as to construct the interactive data classification model of the Hadoop cloud computing platform. By using the relationship between Smart-DIRPE codes and rules, the integrity of data packet storage is effectively ensured, and the domain conversion method is used to realise the range matching design of interactive data packets. Based on this, the design of the interactive data packet storage algorithm is completed. Experimental results show that the algorithm has higher grouping accuracy, better data integrity and shorter time consumption. When the data size is 90 MB, the time consumption is 2.3 s. Copyright © 2022 Inderscience Enterprises Ltd.
引用
收藏
页码:241 / 252
页数:11
相关论文
共 50 条
  • [31] Hadoop-based secure storage solution for big data in cloud computing environment
    Shaopeng Guan
    Conghui Zhang
    Yilin Wang
    Wenqing Liu
    Digital Communications and Networks, 2024, 10 (01) : 227 - 236
  • [32] Research on Spark Big Data Recommendation Algorithm under Hadoop Platform
    Huang, Zubang
    2018 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2019, 252
  • [33] Hadoop-based secure storage solution for big data in cloud computing environment
    Guan, Shaopeng
    Zhang, Conghui
    Wang, Yilin
    Liu, Wenqing
    DIGITAL COMMUNICATIONS AND NETWORKS, 2024, 10 (01) : 227 - 236
  • [34] Research on the application of cloud computing in data mining algorithm
    Fang, Jia-Juan, 1600, TeknoScienze, Viale Brianza,22, Milano, 20127, Italy (28):
  • [35] Research on the application of cloud computing in data mining algorithm
    Fang, Jia-Juan
    Li, Xiao-Ling
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 1055 - 1060
  • [36] Research of Data Security Model in Cloud Computing Platform for SMEs
    Sun, Tao
    Wang, Xinjun
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2013, 7 (06): : 97 - 107
  • [37] Research on Data Mining Algorithm Based on Cloud Computing
    Mai Xiao-Dong
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 1752 - 1756
  • [38] Research on data mining algorithm based on cloud computing
    Mai, Xiao-Dong, 1752, TeknoScienze, Viale Brianza,22, Milano, 20127, Italy (28):
  • [39] Research on Data Security Access Model of Cloud Computing Platform
    Zhu, Yangqing
    Zuo, Jun
    2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015, 2015, : 424 - 428
  • [40] A Productive Cloud Computing Platform Research for Big Data Analytics
    Yan, Yuzhong
    Chen, Chao
    Huang, Lei
    2015 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), 2015, : 499 - 502