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Towards Real-Time Monitoring of Data Centers Using Edge Computing

机译:使用边缘计算实现对数据中心的实时监控

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Introducing the Internet of Things paradigm to data centers enables real-time monitoring on a scale that has not been seen before. Real-time monitoring promises to reduce the data center's operational costs and increase energy savings. As data centers can house over a hundred thousand servers, the potential number of data points that can be collected every minute is in the order of hundreds of millions. In this work-in-progress paper, we stipulate about the impact that real-time monitoring of data centers has on the network infrastructure, and demonstrate that the impact is indeed significant enough to disrupt the data center's network. We therefore propose a preliminary solution based on edge computing that minimizes the load on the network when performing real-time monitoring of a data center.
机译:将物联网范例引入数据中心可以实现前所未有的实时监控。实时监控有望降低数据中心的运营成本并增加能源节省。由于数据中心可以容纳十万多台服务器,因此每分钟可以收集的潜在数据点数量约为数亿个。在这份进行中的论文中,我们规定了对数据中心的实时监控对网络基础架构的影响,并说明了影响确实足以破坏数据中心的网络。因此,我们提出了一种基于边缘计算的初步解决方案,该解决方案可以在对数据中心进行实时监控时最大程度地减少网络上的负载。

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