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A truthful incentive mechanism for emergency demand response in colocation data centers

机译:托管数据中心应急需求响应的真实激励机制

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摘要

Data centers are key participants in demand response programs, including emergency demand response (EDR), where the grid coordinates large electricity consumers for demand reduction in emergency situations to prevent major economic losses. While existing literature concentrates on owner-operated data centers, this work studies EDR in multi-tenant colocation data centers where servers are owned and managed by individual tenants. EDR in colocation data centers is significantly more challenging, due to lack of incentives to reduce energy consumption by tenants who control their servers and are typically on fixed power contracts with the colocation operator. Consequently, to achieve demand reduction goals set by the EDR program, the operator has to rely on the highly expensive and/or environmentally-unfriendly on-site energy backup/generation. To reduce cost and environmental impact, an efficient incentive mechanism is therefore in need, motivating tenants’ voluntary energy reduction in case of EDR. This work proposes a novel incentive mechanism, Truth-DR, which leverages a reverse auction to provide monetary remuneration to tenants according to their agreed energy reduction. Truth-DR is computationally efficient, truthful, and achieves 2-approximation in colocation-wide social cost. Trace-driven simulations verify the efficacy of the proposed auction mechanism.
机译:数据中心是需求响应计划(包括紧急需求响应(EDR))的主要参与者,在该计划中,电网协调大型用电者以减少紧急情况下的需求,以防止重大的经济损失。尽管现有文献集中在所有者运营的数据中心,但这项工作在多租户托管数据中心研究EDR,在多租户托管数据中心中,服务器由单个租户拥有和管理。托管数据中心中的EDR更具挑战性,因为缺乏动力来减少控制服务器且通常与托管运营商签订固定电力合同的租户的能耗。因此,为了实现EDR计划设定的减少需求目标,运营商必须依靠价格昂贵和/或对环境不利的现场能源备份/发电。为了降低成本和环境影响,因此需要一种有效的激励机制,以激励租户在进行EDR时自愿减少能耗。这项工作提出了一种新颖的激励机制,即Truth-DR,该机制利用反向拍卖,根据商定的节能量为租户提供货币报酬。 Truth-DR计算效率高,真实,在托管范围内的社会成本中达到2近似。跟踪驱动的仿真验证了所提出拍卖机制的有效性。

著录项

  • 作者

    Wu C; Zhang L; Ren S; Li Z;

  • 作者单位
  • 年度 2015
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
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