Financial Data Security Management Method and Edge Computing Platform Based on Intelligent Edge Computing and Big Data

被引:3
作者
Luo, Yanni [1 ]
机构
[1] Xian Eurasia Univ, Sch Accounting, Xian 710065, Shaanxi, Peoples R China
关键词
Big data; data management; edge computing; financial management; ANALYTICS; INTERNET;
D O I
10.1080/03772063.2021.1973596
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper mainly studies the financial data management method and edge computing platform based on intelligent edge computing and big computing. This paper first introduces the theoretical basis of edge computing and big data computing, analyzes the collaborative mode of edge computing model and cloud computing, and discusses the cloud data storage scheme. In this paper, edge computing platform is built, and EC Master and Docker private image warehouse are mainly deployed in the data center. In this paper, the edge computing platform constructed was tested. In the mobile edge computing business processing time test, when there was a big gap in computing amount between business 1 and business 2, the total service time of MEC instances was around 0.3 s, showing a good user experience. In the edge acceleration effect test, before and after the adoption of CDN edge acceleration, from the perspective of the overall web page, the average time consumed to open a web page decreased from 1615 ms to 403 ms. From requesting a single HTTP access request, the average time decreased from 520 ms to 74 ms. The financial data management edge computing platform designed in this paper can effectively manage financial data and make an effective contribution to enterprise data management.
引用
收藏
页码:5187 / 5195
页数:9
相关论文
共 50 条
[31]   Adaptive offloading and scheduling algorithm for big data based mobile edge computing [J].
Zhu, Xiaoping ;
Xiao, Yi .
NEUROCOMPUTING, 2022, 485 :285-296
[32]   Mobile neural intelligent information system based on edge computing with interactive data [J].
Zhang, Yucheng ;
Li, Yang ;
Wang, Haoxiang .
NEURAL COMPUTING & APPLICATIONS, 2021, 33 (09) :4329-4341
[33]   Mobile neural intelligent information system based on edge computing with interactive data [J].
Yucheng Zhang ;
Yang Li ;
Haoxiang Wang .
Neural Computing and Applications, 2021, 33 :4329-4341
[34]   Distributed Data Processing Optimization Based on Edge Computing in Intelligent Transportation System [J].
Li, Wei ;
Wang, Lina .
INTERNATIONAL JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS RESEARCH, 2025, 23 (01) :192-203
[35]   Federated learning based method for intelligent computing with privacy preserving in edge computing [J].
Liu Q. ;
Xu X. ;
Zhang X. ;
Dou W. .
Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2021, 27 (09) :2604-2610
[36]   Open Platform for Intelligent R&D and Technology Innovation Management Service Based on Edge Computing [J].
Xie, Bing .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
[37]   Data management and selectivity in collaborative pervasive edge computing [J].
Papathanasiou, Dimitrios ;
Kolomvatsos, Kostas .
COMPUTING, 2024, 106 (08) :2561-2584
[38]   Application of edge computing technology in smart grid data security [J].
Cheng, Zhuo ;
Li, Jiangxin ;
Zhang, Jianjun ;
Wang, Chen ;
Wang, Hui ;
Wu, Juyin .
Measurement: Sensors, 2025, 37
[39]   Big Data on the Fly: UAV-Mounted Mobile Edge Computing for Disaster Management [J].
Xu, Jianwen ;
Ota, Kaoru ;
Dong, Mianxiong .
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2020, 7 (04) :2620-2630
[40]   A Blockchain-Based Trusted Data Management Scheme in Edge Computing [J].
Ma Zhaofeng ;
Wang Xiaochang ;
Jain, Deepak Kumar ;
Khan, Haneef ;
Gao Hongmin ;
Wang Zhen .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (03) :2013-2021