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Energy-aware data center management in cross-domain content delivery networks

机译:跨域内容交付网络中的能源感知数据中心管理

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A content delivery network (CDN) typically consists of geographically-distributed data centers, each containing servers that cache and deliver web contents close to end-users for localized content access purpose. In recent years, optimization of CDN data center energy consumption has attracted increasing research efforts. The key technical challenge is the tradeoff between CDN energy consumption and the content service capability at both the server and the network sides. In this article, we introduce a data center management scheme that effectively reduces the energy consumption of cross-domain CDNs through dynamically provisioning servers and coordinating content delivery operations with respect to dynamic server and network load. The proposed scheme focuses on optimizing the energy-performance tradeoff in two aspects. On one hand, servers in CDN data centers are put to the sleep mode during off-peak hours to save energy. On the other hand, CDN Quality-of-Service (QoS) performance is assured through honoring constraints on servers and network link loads, especially through restricting inter-domain content traffic volume. As a result, the proposed scheme is able to reduce CDN data center energy consumption without compromising its end-to-end QoS performance. According to our experiments based on realistic CDN scenarios, the proposed scheme is able to reduce data center energy consumption by up to 45.9% while achieving desired QoS performance.
机译:内容交付网络(CDN)通常由按地理位置分布的数据中心组成,每个数据中心都包含服务器,这些服务器可以缓存和交付接近最终用户的Web内容,以实现本地化的内容访问目的。近年来,CDN数据中心能耗的优化吸引了越来越多的研究工作。关键的技术挑战是CDN能耗与服务器端和网络端的内容服务能力之间的权衡。在本文中,我们介绍了一种数据中心管理方案,该方案可通过动态配置服务器并协调有关动态服务器和网络负载的内容交付操作来有效降低跨域CDN的能耗。所提出的方案集中在两个方面优化能量-性能折衷。一方面,CDN数据中心中的服务器在非高峰时段处于睡眠模式,以节省能源。另一方面,通过遵守服务器和网络链路负载方面的约束,尤其是通过限制域间内容流量,可以确保CDN服务质量(QoS)性能。结果,所提出的方案能够减少CDN数据中心的能耗,而不会损害其端到端QoS性能。根据我们基于现实CDN场景的实验,提出的方案能够在达到期望的QoS性能的同时,将数据中心的能耗降低多达45.9%。

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