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A survey on decision making for task migration in mobile cloud environments

机译:移动云环境中的任务迁移决策调查

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摘要

The key idea of MCC is using powerful back-end computing nodes to enhance capabilities of small mobile devices and provide better user experiences. An effective and widely used approach to realize this is task migrations. Decision making is an important aspect of migrations which affects the feasibility and effectiveness of task migrations. There have been a number of research efforts to MCC which help make decisions for task migrations. In this paper, we present a comprehensive survey on decision making for task migrations in MCC, including decision factors and algorithms. We observe that there are still some challenges such as comprehensive context awareness, unified migration standards, large-scale experiments, more involvement of latest achievements from artificial intelligence, and flexible decision-making mechanisms. The paper highlights these issues and challenges to attract more efforts to work on MCC.
机译:MCC的关键思想是使用功能强大的后端计算节点来增强小型移动设备的功能并提供更好的用户体验。一种有效且广泛使用的方法是任务迁移。决策是迁移的重要方面,它影响任务迁移的可行性和有效性。对MCC进行了大量研究工作,有助于做出任务迁移的决策。在本文中,我们对MCC中的任务迁移决策进行了全面的调查,包括决策因素和算法。我们观察到仍然存在一些挑战,例如全面的情境意识,统一的迁移标准,大规模实验,人工智能最新成果的更多参与以及灵活的决策机制。本文重点介绍了这些问题和挑战,以吸引更多的工作来致力于MCC。

著录项

  • 来源
    《Personal and Ubiquitous Computing》 |2016年第3期|295-309|共15页
  • 作者单位

    School of Computer and Communication Engineering, China University of Petroleum, Qingdao 266580, China;

    School of Computer and Communication Engineering, China University of Petroleum, Qingdao 266580, China;

    School of Software, Dalian University of Technology, Dalian 116620, China,Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian 116620, China;

    Hisense TransTech, Ltd., Qingdao, China;

    School of Computer and Communication Engineering, China University of Petroleum, Qingdao 266580, China;

    School of Computer and Communication Engineering, China University of Petroleum, Qingdao 266580, China;

    College of Computer Science and Technology, Fudan University, Shanghai 200433, China;

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

    Cloud computing; Task migration; Decision making; Mobile cloud; Context awareness;

    机译:云计算;任务迁移;做决定;移动云;情境意识;
  • 入库时间 2022-08-17 13:18:35

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