跨域内容交付网络中的能源感知数据中心管理

Chang Ge, Ning Wang, Zhili Sun
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引用次数: 3

摘要

内容交付网络(CDN)通常由地理上分布的数据中心组成,每个数据中心都包含缓存和交付Web内容的服务器,这些服务器靠近最终用户,用于本地化内容访问目的。近年来,CDN数据中心能耗优化问题引起了越来越多的研究。关键的技术挑战是在服务器端和网络端的CDN能耗和内容服务能力之间进行权衡。在本文中,我们介绍了一种数据中心管理方案,该方案通过动态配置服务器和根据动态服务器和网络负载协调内容交付操作,有效地降低了跨域cdn的能耗。所提出的方案侧重于在两个方面优化能源性能权衡。一方面,CDN数据中心的服务器在非高峰时段处于休眠模式,以节省能源。另一方面,通过尊重服务器和网络链路负载的约束,特别是通过限制域间内容流量,CDN服务质量(QoS)性能得到保证。因此,该方案能够在不影响端到端QoS性能的情况下降低CDN数据中心的能耗。根据我们基于真实CDN场景的实验,该方案能够在达到预期QoS性能的同时将数据中心能耗降低45.9%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-aware data center management in cross-domain content delivery networks
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.
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