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Task Offloading Scheme Based on Improved Contract Net Protocol and Beetle Antennae Search Algorithm in Fog Computing Networks

机译:基于改进合同网络协议的任务卸载方案和迷雾计算网络中的甲虫天线搜索算法

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摘要

For fog computing network, how to effectively and quickly offload the task to fog nodes is a big challenge. In this paper, a task offloading scheme based on improved contract net protocol and beetle antennae search algorithm in fog computing networks is proposed. Firstly, the system mode of task offloading in fog computing network is described. Then, a contract net protocol is presented to obtain the information from the fog nodes. Based on the information, the agent will allocate the sub-tasks to the fog nodes. And the task offloading issue in fog computing network is formulated and analyzed. Next, an efficient task offloading scheme based on improved contract net protocol and beetle antennae search algorithm is proposed. Finally, the analysis and simulation results validate the efficiency of the proposed scheme compared with other algorithms.
机译:对于雾计算网络,如何有效和快速卸载到雾节点的任务是一个很大的挑战。本文提出了一种基于改进的合同网络协议和甲虫天线搜索算法的任务卸载方案雾计算网络。首先,描述了雾计算网络中的任务卸载系统模式。然后,提出了合同网络协议以从雾节点获取信息。根据信息,代理将分配给雾节点的子任务。和雾计算网络中的任务卸载问题进行了制定和分析。接下来,提出了一种基于改进的合成网络协议和甲虫天线搜索算法的有效任务卸载方案。最后,分析和仿真结果与其他算法相比,验证了所提出的方案的效率。

著录项

  • 来源
    《Mobile networks & applications》 |2020年第6期|2517-2526|共10页
  • 作者单位

    Hohai Univ Coll Comp & Informat Engn Nanjing 210098 Peoples R China|Southeast Univ Natl Mobile Commun Res Lab Nanjing 210096 Peoples R China|Chinese Acad Sci Key Lab Wireless Sensor Network & Commun Shanghai Inst Microsyst & Informat Technol Shanghai 200050 Peoples R China;

    Hohai Univ Coll Comp & Informat Engn Nanjing 210098 Peoples R China;

    Chinese Acad Sci Shanghai Inst Microsyst & Informat Technol Shanghai 200050 Peoples R China;

    Hohai Univ Coll Comp & Informat Engn Nanjing 210098 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Task offloading; Fog computing; Beetle antennae search; Performance analysis;

    机译:任务卸载;雾计算;甲壳虫天线搜索;性能分析;

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