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Lightweight self-organising distributed monitoring of Fog infrastructures
Future Generation Computer Systems ( IF 7.5 ) Pub Date : 2020-08-14 , DOI: 10.1016/j.future.2020.08.011
Stefano Forti , Marco Gaglianese , Antonio Brogi

Monitoring will play an enabling role in the orchestration of next-gen Fog applications. Particularly, monitoring of Fog computing infrastructures should deal with platform heterogeneity, scarce resource availability at the edge, and high dynamicity all along the Cloud-IoT continuum. In this article, we describe FogMon, a C++ distributed monitoring prototype targeting Fog computing infrastructures. FogMon monitors hardware resources at different Fog nodes, end-to-end network QoS between such nodes, and connected IoT devices. Besides, it features a self-organising peer-to-peer topology with self-restructuring mechanisms, and differential monitoring updates, which ensure scalability, fault-tolerance and low communication overhead. Experiments on a real testbed show how the footprint of FogMon is limited and how its self-restructuring topology makes it resilient to infrastructure dynamicity.



中文翻译:

轻量级自组织的Fog基础架构分布式监视

监视将在下一代Fog应用程序的编排中发挥推动作用。特别是,对Fog计算基础架构的监视应处理平台异质性,边缘资源稀缺以及整个Cloud-IoT连续性的高动态性。在本文中,我们描述了FogMon,这是一个针对Fog计算基础架构的C ++分布式监视原型。FogMon监视不同Fog节点上的硬件资源,这些节点之间的端到端网络QoS以及连接的IoT设备。此外,它还具有自组织的点对点拓扑结构,具有自重组机制和差异监控更新,可确保可伸缩性,容错能力和较低的通信开销。在真实测试台上进行的实验表明,FogMon受到限制,其自我重组的拓扑结构如何使其对基础结构动态性具有弹性。

更新日期:2020-08-14
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