Dynamic video service migration in flying edge computing networks

Fábio Araújo, Felipe Araújo, Derian Alencar, Stefany Pinheiro, Helder Oliveira, D. Rosário
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Abstract

Recently, Mobile Edge Computing (MEC) and service migration policies have shown promising results to improve the user experience and optimize infrastructure resources. In addition, Unmanned Aerial Vehicles (UAVs) appear as a promising solution to provide cloud service in collaboration with traditional MEC scenarios. However, in conjunction with the resources available on users' devices, contextual information has been ignored by most policies. In this article, we propose a service migration strategy based on contextual information and evaluate the influence of user mobility on migration strategies, called DVSM. Simulation results highlight the superior performance of the DVSM compared to state-of-the-art algorithms and a performance equivalent to the optimal solution when the collection and analysis of context information are carried out correctly.
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飞边计算网络中的动态视频业务迁移
最近,移动边缘计算(MEC)和业务迁移策略在改善用户体验和优化基础设施资源方面显示出了良好的效果。此外,无人机(uav)似乎是一种很有前途的解决方案,可以与传统的MEC场景协作提供云服务。然而,结合用户设备上的可用资源,大多数策略忽略了上下文信息。在本文中,我们提出了一种基于上下文信息的服务迁移策略,并评估了用户移动性对迁移策略的影响,称为DVSM。仿真结果表明,与最先进的算法相比,DVSM具有优越的性能,并且在正确执行上下文信息的收集和分析时,其性能相当于最优解决方案。
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来源期刊
Journal of the Brazilian Computer Society
Journal of the Brazilian Computer Society Computer Science-Computer Science (all)
CiteScore
2.40
自引率
0.00%
发文量
2
期刊介绍: JBCS is a formal quarterly publication of the Brazilian Computer Society. It is a peer-reviewed international journal which aims to serve as a forum to disseminate innovative research in all fields of computer science and related subjects. Theoretical, practical and experimental papers reporting original research contributions are welcome, as well as high quality survey papers. The journal is open to contributions in all computer science topics, computer systems development or in formal and theoretical aspects of computing, as the list of topics below is not exhaustive. Contributions will be considered for publication in JBCS if they have not been published previously and are not under consideration for publication elsewhere.
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