基于gossip的无线边缘云计算服务监控平台

Nuno Apolónia, Felix Freitag, Leandro Navarro-Moldes, Sarunas Girdzijauskas, Vladimir Vlassov
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引用次数: 4

摘要

边缘云计算建议通过使用网络边缘的基础设施来支持共享服务。一个重要的问题是跨边缘环境的服务监控和管理。因此,与传统的云基础设施不同,数据的传播和收集并不简单。在本文中,我们考虑了社区网络环境下的边缘云计算,其中需要对云服务进行监控。我们提出了一个监测平台,使用八卦网络收集社区网络中提供的服务的近实时数据。我们分析并应用这种支持八卦的网络来执行服务发现和信息共享,使数据能够在社区之间传播。我们将我们的解决方案作为原型实现,并将其用于从实际运营的社区网络云收集服务监控数据,作为我们解决方案的可行部署。通过仿真和仿真,我们分析了不同场景下八卦叠加方案的行为,得到了信息传播和一致性需求的平均结果,即在高延迟情况下,数据在几分钟内收敛。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Gossip-based service monitoring platform for wireless edge cloud computing
Edge cloud computing proposes to support shared services, by using the infrastructure at the network's edge. An important problem is the monitoring and management of services across the edge environment. Therefore, dissemination and gathering of data is not straightforward, differing from the classic cloud infrastructure. In this paper, we consider the environment of community networks for edge cloud computing, in which the monitoring of cloud services is required. We propose a monitoring platform to collect near real-time data about the services offered in the community network using a gossip-enabled network. We analyze and apply this gossip-enabled network to perform service discovery and information sharing, enabling data dissemination among the community. We implemented our solution as a prototype and used it for collecting service monitoring data from the real operational community network cloud, as a feasible deployment of our solution. By means of emulation and simulation we analyze in different scenarios, the behavior of the gossip overlay solution, and obtain average results regarding information propagation and consistency needs, i.e. in high latency situations, data convergence occurs within minutes.
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