Blockchain-Based Big Data Integrity Service Framework for IoT Devices Data Processing in Smart Cities

Tanweer Alam
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引用次数: 11

Abstract

Nowadays, smart cities are using advanced technologies to control and coordinate physical, social, and commercial enterprise systems to deliver high-quality services to their residents while guaranteeing the effective usage of available resources. Numerous major corporations, as well as government bodies, are involved in the construction of smart cities because smart city activities also need information that is obtained from organizations. Blockchain-based technology allows for peer-to-peer exchanges as a public ledger that maintains records of transactions, smart contracts, agreements, and shipments without third-party mediators. In the future, smart cities will be equipped with several innovative technologies, a huge amount of data, a lot of Internet of Things (IoT) devices, and a heterogeneous environment. However, data processing among IoT devices in futuristic smart cities is a challenging task. In this paper, the author proposed a blockchain-based big data integrity service framework for IoT devices data processing in smart cities. The author collected the necessary data from various resources and applied three experiments to evaluate the key performance indicators. K-mean algorithm was used to classify the data, and blockchain strategy was applied to ensure secure communication among IoT devices. The framework was simulated and tested using 100 devices. The proposed framework allowed IoT devices to efficiently use information collected from different resources to engage in operational processes and exchange information.
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基于区块链的智慧城市物联网设备数据处理大数据完整性服务框架
如今,智慧城市正在使用先进的技术来控制和协调物理、社会和商业企业系统,为居民提供高质量的服务,同时保证可用资源的有效利用。许多大公司和政府机构都参与了智慧城市的建设,因为智慧城市活动也需要从组织中获得信息。基于区块链的技术允许点对点交换作为公共分类账,在没有第三方中介的情况下维护交易、智能合约、协议和发货记录。未来,智慧城市将配备多种创新技术、海量数据、大量物联网(IoT)设备和异构环境。然而,未来智慧城市中物联网设备之间的数据处理是一项具有挑战性的任务。本文提出了一种基于区块链的智慧城市物联网设备数据处理大数据完整性服务框架。作者从各种资源中收集了必要的数据,并通过三个实验对关键绩效指标进行了评估。采用K-mean算法对数据进行分类,并采用区块链策略确保物联网设备之间的安全通信。该框架在100台设备上进行了模拟和测试。提出的框架允许物联网设备有效地使用从不同资源收集的信息,以参与操作流程和交换信息。
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