基于计算机算法的移动通信系统边缘计算安全性

IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jinna Zhang
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引用次数: 0

摘要

近年来,随着信息技术的进步,移动通信系统边缘计算(EC)已广泛应用于各行各业,但传统的移动通信系统EC模式存在隐私泄露、恶意篡改、病毒攻击等安全问题。计算机算法为边缘计算在移动通信系统中的应用带来了新的活力。本文选取 20 位用户作为研究对象,分析了计算机算法在移动通信系统 EC 模式中的应用。本文采用传统计算模式(如云计算)和基于计算机算法的移动通信系统EC安全研究。本文比较了两种模式对安全性能、数据传输效率、能耗、成本节约和用户满意度的影响。本文的实验结果表明,基于计算机算法的移动通信系统 EC 模式的平均安全性为 84%,平均数据传输时间为 4.8s。能耗为 40%,成本节约为 43.2 万元,用户满意度为 13 分。两者均优于传统的边缘计数模式。采用计算机算法的移动通信系统 EC 模式可以显著提高移动通信的安全性、数据传输速度、成本节约、用户满意度,并降低能耗。该模式对社会发展具有重要的意义和价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Edge Computing Security of Mobile Communication System Based on Computer Algorithms

With the progress of information technology recently, mobile communication system edge computing (EC) has been widely used in all walks of life, but the traditional mobile communication system EC mode has security problems such as privacy disclosure, malicious tampering, and virus attacks. Computer algorithms has brought new vitality to EC in mobile communication systems. This paper analyzed the application of computer algorithm in EC mode of mobile communication system, and selected 20 users as the research object. This paper adopted traditional computing mode (such as cloud computing) and computer algorithm-based mobile communication system EC security research. This text compared the effects of two modes on security performance, data transmission efficiency, energy consumption, cost savings, and user satisfaction. The experimental results in this paper showed that the average security of EC mode of mobile communication system based on computer algorithm was 84%, and the average data transmission time was 4.8s. The energy consumption was 40%, and the cost savings and user satisfaction were 432,000 yuan and 13 points, respectively. Both were superior to the traditional edge counting mode. The EC mode of mobile communication system using computer algorithms can significantly improve the security of mobile communication, data transmission speed, cost savings, user satisfaction, and reduce energy consumption. This model has important significance and value for social development.

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来源期刊
International Journal of Cooperative Information Systems
International Journal of Cooperative Information Systems 工程技术-计算机:信息系统
CiteScore
2.30
自引率
0.00%
发文量
8
审稿时长
>12 weeks
期刊介绍: The paradigm for the next generation of information systems (ISs) will involve large numbers of ISs distributed over large, complex computer/communication networks. Such ISs will manage or have access to large amounts of information and computing services and will interoperate as required. These support individual or collaborative human work. Communication among component systems will be done using protocols that range from conventional ones to those based on distributed AI. We call such next generation ISs Cooperative Information Systems (CIS). The International Journal of Cooperative Information Systems (IJCIS) addresses the intricacies of cooperative work in the framework of distributed interoperable information systems. It provides a forum for the presentation and dissemination of research covering all aspects of CIS design, requirements, functionality, implementation, deployment, and evolution.
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