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P2 Ecovisor: A Virtual Energy System for Carbon-Efficient Applications

Ecovisor:面向碳高效应用的虚拟能源系统
ASPLOS Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 22023匹配度 1/10 · 该论文研究云平台能源系统虚拟化与碳效率优化,属于系统/体系结构方向,与用户关注的静态分析、LLM/Agent、浮点程序分析或贝叶斯程序分析均无直接关联。引用 57 inbox
Abel Souza, Noman Bashir, Jorge Murillo, Walid Hanafy, Qianlin Liang, David Irwin, Prashant Shenoy
crossref: 2026-09-12

AI 速览

一句话:提出 ecovisor,将能源系统虚拟化并向应用暴露软件定义控制,使应用能根据自身需求优化碳效率。

云平台碳排放日益严重,需更多依赖零排放但极不稳定的可再生能源。然而,当前能源系统将这种不稳定性掩盖在硬件层面,使应用无法优化碳效率(每千克碳排放的工作量)。为此,作者设计“ecovisor”,虚拟化能源系统并向应用暴露软件定义控制,使应用能按需处理清洁能源的不稳定性。作者实现小规模原型,提供应用级对电网碳强度和本地可再生能源发电的可见性,以及对服务器功耗和电池充放电的控制。评估表明,多个应用可并发使用各自的虚拟能源系统,相比通用系统级策略,能更好地优化碳效率。

问题
云平台碳排放增长,需依赖不稳定的可再生能源,但现有能源系统将不稳定性隐藏在硬件中,导致应用无法优化碳效率。
方法
设计并实现 ecovisor,虚拟化物理能源系统,向应用暴露软件定义控制,提供对电网碳强度、本地可再生能源发电的可见性以及对服务器功耗和电池充放电的控制。
评估
通过小规模原型展示多个应用能并发地以不同方式使用各自的虚拟能源系统,相比通用系统级策略,更好地根据自身需求优化碳效率。
原文摘要(Abstract)

Cloud platforms' rapid growth is raising significant concerns about their carbon emissions. To reduce carbon emissions, future cloud platforms will need to increase their reliance on renewable energy sources, such as solar and wind, which have zero emissions but are highly unreliable. Unfortunately, today's energy systems effectively mask this unreliability in hardware, which prevents applications from optimizing their carbon-efficiency, or work done per kilogram of carbon emitted. To address the problem, we design an "ecovisor", which virtualizes the energy system and exposes software-defined control of it to applications. An ecovisor enables each application to handle clean energy's unreliability in software based on its own specific requirements. We implement a small-scale ecovisor prototype that virtualizes a physical energy system to enable software-based application-level i) visibility into variable grid carbon-intensity and local renewable generation and ii) control of server power usage and battery charging and discharging. We evaluate the ecovisor approach by showing how multiple applications can concurrently exercise their virtual energy system in different ways to better optimize carbon-efficiency based on their specific requirements compared to general system-wide policies.

链接与引用

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BibTeX
@inproceedings{paperbot10036,
  title = {Ecovisor: A Virtual Energy System for Carbon-Efficient Applications},
  author = {Abel Souza and Noman Bashir and Jorge Murillo and Walid Hanafy and Qianlin Liang and David Irwin and Prashant Shenoy},
  booktitle = {ASPLOS},
  year = {2023},
  doi = {10.1145/3575693.3575709}
}