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基于移动边缘计算的国际贸易中电子商务企业供应链资源调度优化

Supply chain resource scheduling optimization of e-commerce enterprises in international trade based on mobile edge computing.

作者信息

Dong Qingxia, Chen Nana, Wang Shuai

机构信息

Shandong Vocational and Technical University of International Studies, Rizhao, Shandong, China.

Rizhao Marine Engineering Vocational College, Rizhao, Shandong, China.

出版信息

PeerJ Comput Sci. 2023 Jun 6;9:e1407. doi: 10.7717/peerj-cs.1407. eCollection 2023.

Abstract

The cross-border e-commerce supply chain network (CBESCN) has extensive geographical coverage, trade barriers and complexity of cross-border logistics issues, which makes its construction and development face many challenges. This article focuses on solving the operation optimisation problem of CBESCN under the background of the Internet of Things. A genetic algorithm constructed and solved the resource scheduling model of the supply chain of e-commerce enterprises in international trade. In addition, the mobile edge computing (MEC) optimisation scheme based on partial computation unloading is involved. The initial offload ratio is set and supply chain resources are allocated, then the remaining computing resources are distributed according to the server's computing power. Finally, the offload is optimised according to the resource allocation. The experimental results show that time delay and cost adjustment strategies can improve the CBE supply chain's comprehensive ability. The supply chain optimisation scheme proposed in this article can effectively use supply chain resources according to the requirements of computing tasks to reduce the total delay of task execution and the consumption of node computing.

摘要

跨境电子商务供应链网络(CBESCN)具有广泛的地理覆盖范围、贸易壁垒以及跨境物流问题的复杂性,这使得其构建和发展面临诸多挑战。本文重点解决物联网背景下CBESCN的运营优化问题。构建了遗传算法并求解了国际贸易中电子商务企业供应链的资源调度模型。此外,还涉及基于部分计算卸载的移动边缘计算(MEC)优化方案。设置初始卸载比例并分配供应链资源,然后根据服务器的计算能力分配剩余的计算资源。最后,根据资源分配对卸载进行优化。实验结果表明,时延和成本调整策略可以提高CBE供应链的综合能力。本文提出的供应链优化方案能够根据计算任务的要求有效利用供应链资源,以减少任务执行的总时延和节点计算的消耗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60c4/10280632/eb6e27e12790/peerj-cs-09-1407-g001.jpg

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