| 基于边缘计算的医疗资源配置重构优化模型构建 |
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| 引用本文： | 夏甫开提·阿力甫1,周京涛2,努尔比亚吾素因2,买买提·牙森1. 基于边缘计算的医疗资源配置重构优化模型构建[J]. 中国医学物理学杂志, 2022, 0(11): 1407-1411. DOI: DOI:10.3969/j.issn.1005-202X.2022.11.014 |
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| 作者姓名： | 夏甫开提·阿力甫1 周京涛2 努尔比亚吾素因2 买买提·牙森1 |
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| 作者单位： | 1.新疆医科大学公共卫生学院， 新疆 乌鲁木齐 830054； 2.新疆医科大学第七附属医院， 新疆 乌鲁木齐 830011 |
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| 摘 要： | 为了缓解医院环境中医疗资源不足的问题，本文提出一种基于边缘计算的医疗资源配置重构优化模型。通过使用多准则决策分析方法动态优化网络边缘侧的计算资源，以避免将任务下沉到云端中的数据安全，患者因素或者高延迟等问题。最后进行实验评估提出的重构优化和资源分配方法，结果表明本文方法在分配基于边缘的资源执行任务时的有效性。
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| 关 键 词： | 网络边缘 医疗资源 云端 重构优化 |
Reconfiguration and optimization model for medical resource allocation based on edge computing |
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| Xiafukaiti·Alifu1,ZHOU Jingtao2,Nurbiawusuyin2,Maimaiti·Yasen1. Reconfiguration and optimization model for medical resource allocation based on edge computing[J]. Chinese Journal of Medical Physics, 2022, 0(11): 1407-1411. DOI: DOI:10.3969/j.issn.1005-202X.2022.11.014 |
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| Authors: | Xiafukaiti·Alifu1 ZHOU Jingtao2 Nurbiawusuyin2 Maimaiti·Yasen1 |
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| Affiliation: | 1. School of Public Health,?injiang Medical University, Urumqi 830054, China 2. The Seventh Affiliated Hospital of Xinjiang Medical University, Urumqi 830011, China |
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| Abstract: | A reconfiguration and optimization model for medical resource allocation based on edge computing is proposed for alleviating the problem of inadequate medical resources in the hospital. The multi-criteria decision analysis method is used to dynamically optimize the computing resources at network edge, thereby avoiding the problems that the tasks sink into the cloud data security and patient factors or eliminating the problem of high delays. Finally, the proposed reconfiguration optimization and resource allocation method is evaluated through experiments, and the results show that the proposed method is effective in allocating resources based on edge computing when carrying out tasks. |
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| Keywords: | Keywords: network edge medical resource cloud reconfiguration and optimization |
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