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P2 Data Center Power Oversubscription with a Medium Voltage Power Plane and Priority-Aware Capping

数据中心功率超订:中压电源平面与优先级感知功耗封顶
ASPLOS Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems2020匹配度 1/10 · 该论文研究数据中心功耗超订与功耗封顶的硬件/软件协同设计,属于体系结构与数据中心运维方向,不涉及程序分析、静态分析、形式化验证、LLM/Agent 或浮点/贝叶斯程序分析,与用户研究画像核心方向基本无关。引用 56 inbox
Varun Sakalkar, Vasileios Kontorinis, David Landhuis, Shaohong Li, Darren De Ronde, Thomas Blooming, Anand Ramesh, James Kennedy, Christopher Malone, Jimmy Clidaras, Parthasarathy Ranganathan
crossref: 2026-09-12

AI 速览

一句话:通过中压电源平面和优先级感知功耗封顶服务,实现数据中心25%以上功率超订并降低数亿美元成本。

随着云服务商持续扩展数据中心容量,功率超订成为降低 provisioning 成本的关键手段。本文基于 Google 规模部署经验,提出一种软硬件协同设计:一方面引入中压电源平面,使功率共享域可覆盖数十 MW 的设备;另一方面实现可扩展、快速且鲁棒的功耗封顶服务,在每个节点上协调多种优先级的工作负载。经过多年生产部署,该设计实现了 25% 或更高的功率超订,节省数亿美元数据中心成本,同时保持所有工作负载所需的可用性与性能。

问题
在保证工作负载可用性与性能的前提下,如何通过功率超订降低数据中心 provisioning 成本,并扩大功率共享域、协调多优先级负载的功耗封顶。
方法
软硬件协同设计:部署中压电源平面以形成跨数十 MW 设备的大功率共享域,并提供可扩展、快速、鲁棒的优先级感知功耗封顶服务,在每个节点协调多优先级工作负载。
评估
经过多年生产部署验证,实现 25% 以上的功率超订,节省数亿美元数据中心成本,并保持所有工作负载的可用性与性能。
原文摘要(Abstract)

As major web and cloud service providers continue to accelerate the demand for new data center capacity worldwide, the importance of power oversubscription as a lever to reduce provisioning costs has never been greater. Building on insights from Google-scale deployments, we design and deploy a new architecture across hardware and software to improve power oversubscription significantly. Our design includes (1) a new \em medium voltage power plane to enable larger power sharing domains (across tens of MW of equipment) and (2) a \em scalable, fast, and robust power capping service coordinating multiple priorities of workload on every node. Over several years of production deployment, our co-design has enabled \em power oversubscription of 25% or higher, saving hundreds of millions of dollars of data center costs, while preserving the desired availability and performance of all workloads.

链接与引用

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BibTeX
@inproceedings{paperbot5432,
  title = {Data Center Power Oversubscription with a Medium Voltage Power Plane and Priority-Aware Capping},
  author = {Varun Sakalkar and Vasileios Kontorinis and David Landhuis and Shaohong Li and Darren De Ronde and Thomas Blooming and Anand Ramesh and James Kennedy and Christopher Malone and Jimmy Clidaras and Parthasarathy Ranganathan},
  booktitle = {ASPLOS},
  year = {2020},
  doi = {10.1145/3373376.3378533}
}