How Beneficial Are Intermediate Layer Data Centers in Mobile Edge Networks?

Amardeep Mehta, William Tarneberg, C. Klein, Johan Tordsson, M. Kihl, E. Elmroth
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引用次数: 35

Abstract

To reduce the congestion due to the future bandwidth-hungry applications in domains such as Health care, Internet of Things (IoT), etc., we study the benefit of introducing additional Data Centers (DCs) closer to the network edge for the optimal application placement. Our study shows that the edge layer DCs in a Mobile Edge Network (MEN) infrastructure is cost beneficial for the bandwidth-hungry applications having their strong demand locality and in the scenarios where large capacity is deployed at the edge layer DCs. The cost savings for such applications can go up to 67%. Additional intermediate layer DCs close to the root DC can be marginally cost beneficial for the compute intensive applications with medium or low demand locality. Hence, a Telecom Network Operator should start building an edge DC first having capacity up to hundreds of servers at the network edge to cater the emerging bandwidth-hungry applications and to minimize its operational cost.
中间层数据中心在移动边缘网络中有多大好处?
为了减少由于医疗保健、物联网(IoT)等领域中未来带宽消耗大的应用程序造成的拥塞,我们研究了在更靠近网络边缘的地方引入额外的数据中心(dc)的好处,以获得最佳的应用程序布局。我们的研究表明,移动边缘网络(MEN)基础设施中的边缘层数据中心对于具有强烈局部性需求的带宽密集型应用程序以及在边缘层数据中心部署大容量的场景具有成本效益。这样的应用程序可以节省高达67%的成本。对于具有中等或低需求局部性的计算密集型应用程序,靠近根DC的额外中间层DC可能具有边际成本效益。因此,电信网络运营商应该首先开始构建一个边缘数据中心,在网络边缘拥有多达数百台服务器的容量,以满足新兴的带宽需求应用程序,并将其运营成本降至最低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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