4.8 Article

Blockchain-Based Trustworthy Edge Caching Scheme for Mobile Cyber-Physical System

期刊

IEEE INTERNET OF THINGS JOURNAL
卷 7, 期 2, 页码 1098-1110

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JIOT.2019.2951007

关键词

Blockchain; Delays; Social groups; Edge computing; Security; Optimization; Resource management; Blockchain; edge caching; layered-coding contents; mobile cyber-physical system (MCPS)

资金

  1. NSFC [91746114, U1808207, 61571286, 61525305]
  2. 111 Project [D18003]
  3. Shanghai Key Laboratory of Power Station Automation Technology

向作者/读者索取更多资源

To improve mobile users' quality-of-experience (QoE) in the mobile cyber-physical system (MCPS), caching layered-coding contents on edge nodes that are close to mobile users has been advocated as a promising solution, which can efficiently lower the content delivery delay and mitigate the overhead of backhaul network. However, due to the complexity of trust management and the limited caching capacities of edge nodes, designing an efficient edge caching scheme for mobile users becomes a challenge. Meanwhile, the content caching in MCPS also faces some security problems, where edge nodes may return incorrect results or viruses to mobile users, and mobile users would deliberately refuse to pay for caching services. To tackle these problems, we propose a novel blockchain-based trustworthy edge caching scheme for mobile users in MCPS. Specifically, we first exploit blockchain to supervise the caching transactions between the edge nodes and mobile users in a distributed manner, whereby the caching service information cannot be modified and denied by any entities. Furthermore, we devise a trust management mechanism for mobile users to search the trustworthy caching services from diversified edge nodes, where the trust degree of the edge node is real-time evaluated and updated by mobile users based on the quality of caching service. To take full advantage of caching resources, we design a max-min-based resource allocation algorithm, with which the trustworthy edge node could fairly allocate its caching resource based on mobile users' optimal demands. The simulation results show that the presented scheme not only improves the utilities of edge nodes but also increases the QoE of mobile users.

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