Title: An integrity control model for mass data transmission under big data cloud storage

Authors: Zhengguo Zhu

Addresses: Anhui Vocational College of City Management, Binhu Century City Linbinyuan, Baohe District, Hefei, Anhui Province, China

Abstract: In order to improve the control level of massive data transmission integrity, improve the space utilisation efficiency and data transmission integrity under cloud storage, an integrity control model of mass data transmission under big data cloud storage is constructed. Firstly, the basic principle of big data cloud storage is studied. The developing process of big data, data storage technology, and data retrieval technology is studied. Secondly, the mass data feature extraction model is established. The theory model and framework of feature extraction model for mass data are analysed. Thirdly, the massive data integrity control algorithm is designed based on an ant algorithm. The prior control models of single node rate are studied and system level parallel data transmission rate are analysed. Finally, simulation analysis is carried out, and the effectiveness of the proposed method is verified.

Keywords: integrity control; mass data transmission; big data cloud storage; extraction model; ant algorithm.

DOI: 10.1504/IJGUC.2022.125139

International Journal of Grid and Utility Computing, 2022 Vol.13 No.4, pp.387 - 393

Received: 16 Jun 2020
Accepted: 05 Jan 2021

Published online: 31 Aug 2022 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article