Electricity Cost Management for Cloud Data Centers under Diverse Delay Constraints

Yuqi Fan, Yongfeng Xia, Yuheng Liu, Xiaohui Yuan
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引用次数: 3

Abstract

Large-scale Internet applications provide service to end users with servers, which may be located at geographically distributed data centers. Users may require different delay constraints for different services. To meet the service delay requirements to end users, the data centers must provide enough server resources which incur a large amount of electricity and dollars cost. In this paper, we tackle the problem of minimizing electricity cost under diverse delay requirements of different services for different users in a multi-electricity-market environment. We propose two algorithms to reduce the electricity cost, taking into account the location diversity and the time diversity of electricity price. Our simulation results demonstrated that the proposed algorithms were effective in terms of the reduction of the electricity cost while satisfying the diverse delay constraints.
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多时延约束下云数据中心电力成本管理
大型Internet应用程序通过服务器向最终用户提供服务,这些服务器可能位于地理上分布的数据中心。对于不同的业务,用户可能需要不同的延迟约束。为了满足对终端用户的服务延迟需求,数据中心必须提供足够的服务器资源,这就产生了大量的电力和金钱成本。本文研究了在多电力市场环境下,针对不同用户的不同业务,在不同的延迟需求下,如何使电力成本最小化。本文提出了两种降低电力成本的算法,分别考虑了电价的位置多样性和时间多样性。仿真结果表明,该算法在满足多种延迟约束的情况下,在降低电力成本方面是有效的。
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