Towards Real-Time Monitoring of Data Centers Using Edge Computing

被引:0
|
作者
Setz, Brian [1 ]
Aiello, Marco [1 ]
机构
[1] Univ Stuttgart, Dept Serv Comp, Stuttgart, Germany
关键词
Data centers; Real-time monitoring; Edge computing;
D O I
10.1007/978-3-030-44769-4_11
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:141 / 148
页数:8
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