雾计算架构采用区块链技术

A. Pimenov, I. Fedorov, S. Bezzateev
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引用次数: 0

摘要

简介:由于连接到互联网的设备数量和种类的增长,对网络性能和数据传输安全的要求也在增加。如今,性能问题通常通过云、雾和边缘计算来解决,而数据存储和传输安全问题仍然存在。解决这个问题的有效方法之一是使用区块链技术。目的:设计基于区块链技术的雾计算网络架构。结果:基于对雾计算领域的研究,确定了对雾计算体系结构的要求,如:自主性、可扩展性、灵活性、层次性、安全性、可靠性、可用性、可服务性。由于私有区块链与公共区块链相比具有更高的性能,构建架构的选定标准导致人们选择了私有区块链。对私有区块链中最常用的共识算法进行了比较分析,并选择了最合适的算法。根据提出的需求和分析结果,设计了一个基于私有区块链的雾计算架构模型。该体系结构由四个元素组成:终端设备、雾节点、编排节点和云基础设施。区块链包括雾节点和编排节点,确保了雾网络中数据的机密性、可用性和完整性。实际相关性:论文结果可以单独用于雾计算网络的设计,也可以作为5G移动网络的一部分。
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Fog computing architecture using blockchain technology
Introduction: Due to the growth in the number and variety of devices connected to the Internet, the requirements for network performance and data transmission security are increasing. Today, performance problems are usually solved through cloud, fog and edge computing, while the problem of data storage and transmission security remains relevant. One of the effective ways to solve this problem is to use blockchain technology. Purpose: Designing the architecture of a fog computing network based on blockchain technology. Results: Based on the research in the field of fog computing, the requirements for the fog computing architecture were determined, such as: autonomy, scalability, flexibility, hierarchy, security, reliability, availability, serviceability. The selected criteria for building an architecture led to the choice in favor of a private blockchain due to its higher performance compared to a public blockchain A comparative analysis of the consensus algorithms that are most often used in private blockchains was carried out and the most suitable one was chosen. Based on the requirements put forward and the results of the analysis, a fog computing architecture model based on a private blockchain was designed. The architecture consists of four elements: end devices, fog nodes, orchestration nodes, and cloud infrastructure. The blockchain includes fog nodes and orchestration nodes, which ensures the confidentiality, availability and integrity of data in the fog network. Practical relevance: Paper results can be used in the design of fog computing networks both separately and as part of 5G mobile networks.
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来源期刊
Informatsionno-Upravliaiushchie Sistemy
Informatsionno-Upravliaiushchie Sistemy Mathematics-Control and Optimization
CiteScore
1.40
自引率
0.00%
发文量
35
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