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Resource allocation and trust computing for blockchain-enabled edge computing system

机译:支持区块链的边缘计算系统的资源分配和信任计算

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摘要

In order to meet various needs of people, different Internet of Things (IoT) devices have been developed and applied successfully in recent years. However, the consequent challenges in terms of search efficiency, reliable requirements, and resource allocation appear followed, which attract attention from both academia and industry. Facing this circumstance, it is necessary to establish a new scheme to realize data processing and sharing better. Therefore, a reliable and efficient system based on edge computing and blockchain is proposed in this paper. First, a new group-agent strategy with trust computing is designed to ensure the reliability of edge devices during interactions and improve transmission efficiency. Second, we introduce a stacked task sorting and ranking mechanism which improves resource allocation in each edge device. Third, this paper creates a new content model that uses Zipf distribution to predict context popularity of keywords and encrypt hot data with symmetric searchable encryption (SSE) technology. Finally, simulation results show that the proposed scheme has better computational efficiency and higher reliability compared with existing methods.
机译:为了满足人们的各种需求,近年来已经开发和应用了不同的东西(物联网)设备。然而,随后的搜索效率,可靠要求和资源分配方面的发生挑战,似乎吸引了学术界和工业的关注。面对这种情况,有必要建立一个新的方案来实现数据处理和共享更好。因此,本文提出了一种基于边缘计算和区块链的可靠和有效的系统。首先,设计具有信任计算的新组代理策略,以确保相互作用期间边缘设备的可靠性,提高传输效率。其次,我们介绍了一个堆叠的任务排序和排序机制,其提高了每个边缘设备中的资源分配。第三,本文创建了一种新的内容模型,它使用ZIPF分发来预测关键字的上下文普及,并通过对称搜索的加密(SSE)技术加密热数据。最后,仿真结果表明,与现有方法相比,该方案具有更好的计算效率和更高的可靠性。

著录项

  • 来源
    《Computers & Security》 |2021年第6期|102249.1-102249.13|共13页
  • 作者单位

    College of Information Engineering Yangzhou University Yongzhou 225127 China School Math & Computer Science Quanzhou Normal University Quanzhou 362000 China;

    College of Information Engineering Yangzhou University Yongzhou 225127 China;

    Univ Aizu Aizu Wakamatsu Fukushima 9658580 Japan;

    School of Computer and Software Nanjing University of Information Science and Technology Nanjing 21004 China;

    Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education School of Computer Science and Technology Anhui University Hefei 230601 China;

    Department of Computer Science and Artificial Intelligence Wenzhou University Wenzhou 325035 China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Edge computing; Blockchain; Trust computing; Resource allocation; Content model;

    机译:边缘计算;区块链;信任计算;资源分配;内容模型;

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