在物联网上进行全面的审查,在多访问边缘计算中的任务卸载
Wang Dayong1, Kamalrulnizam Bin Abu Bakar1, Babangida Isyaku1,2
1Department of Computer Science, Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, Johor 81310, Malaysia.
Heliyon
|May 3, 2024
概括
本综述综合了物联网 (IoT) 任务卸载在多访问边缘计算 (MEC) 中. 它分析了算法和机制,确定了MEC网络中物联网设备的研究差距和未来趋势.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 网络工程 网络工程
背景情况:
- 物联网 (IoT) 设备在计算能力和电池寿命方面面临限制.
- 多访问边缘计算 (MEC) 通过将任务卸载到附近边缘服务器提供了一个解决方案.
- 现有的审查没有特别关注MEC环境中的物联网任务卸载.
研究的目的:
- 提供对MEC网络中的物联网任务卸载算法和机制的全面了解.
- 通过对机制,评估方法和支持参数进行分类来分析现有研究.
- 为了确定当前的研究缺陷,并概述未来的研究方向在MEC的物联网.
主要方法:
- 在MEC中对物联网任务卸载的系统文献审查.
- 从审查的论文中提取和分析关键信息,包括解决的问题,技术分类,评估方法和参数.
- 综合发现,以确定趋势和差距.
主要成果:
- 详细分析MEC中的各种物联网任务卸载算法和机制.
- 基于解决问题,技术方法和评估指标的技术分类.
- 确定当前研究的局限性和潜在的进步领域.
结论:
- 该研究强调了在MEC框架内对物联网任务卸载进行专注研究的迫切需要.
- 它提供了一个结构化的概述,以指导研究人员了解当前的环境,并寻求新的研究途径.
- 本综述是开发物联网设备高效和有效的MEC解决方案的基础资源.
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