A Blockchain-Based Decentralized Composition Solution for IoT Services

I. A. Ridhawi, M. Aloqaily, A. Boukerche, Y. Jararweh
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引用次数: 30

Abstract

Diversified Internet of Things services are becoming more complex and strictly user-defined. Traditional cloud solutions proved to be both costly in terms of resources and time efficiency. To overcome such a burden, researchers developed fog solutions for faster service responsiveness. Fog-to-Fog communication and cooperation was then introduced to compose services on-the-go for user-specific requests with the aid of mobile edge devices. This paper introduces a blockchain-based decentralized service composition solution for complex multimedia service delivery to cloud subscribers. The proposed work dynamically creates user-defined services without requiring any intermediary service or network provider entities to authenticate and deliver composite services. The composition process uses a reinforcement learning technique to construct secure and reliable composition paths. Participants are rewarded by cloud and fog entities for solving complex composition processes. Simulation results conducted on the system show that by adapting the proposed technique, fog and cloud entities require less resources and reduced power usage with increased service delivery success rates to cloud subscribers.
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基于区块链的物联网服务分散式组合解决方案
多样化的物联网服务日趋复杂,用户定义日趋严格。传统的云解决方案被证明在资源和时间效率方面都是昂贵的。为了克服这种负担,研究人员开发了雾解决方案,以提高服务响应速度。然后引入雾对雾通信和合作,借助移动边缘设备为用户特定的请求组成移动服务。本文介绍了一种基于区块链的分散服务组合解决方案,用于向云用户提供复杂的多媒体服务。建议的工作动态地创建用户定义的服务,而不需要任何中间服务或网络提供者实体来验证和交付组合服务。合成过程采用强化学习技术构建安全可靠的合成路径。参与者解决复杂的合成过程会得到云和雾实体的奖励。在系统上进行的仿真结果表明,通过采用所提出的技术,雾和云实体需要更少的资源和更低的功耗,同时提高了向云用户提供服务的成功率。
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