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CCRI: New: A Community Testbed for Designing Carbon-Efficient Cloud Applications

CCRI: New: A Community Testbed for Designing Carbon-Efficient Cloud Applications
CCRI:新:设计碳高效云应用程序的社区测试平台
批准号:
2213636
负责人:
David Irwin
金额:
$145.82万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-08-01 至 2025-07-31

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中文摘要
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英文摘要
While the growth of cloud platforms has fueled the rise of a diverse set of online services in recent decades, it has also led to increasing energy consumption and, hence, carbon emissions. Cloud platforms are well-positioned to reduce their carbon emissions by transitioning to cleaner energy sources because cloud applications often have significant spatial, temporal, and performance flexibility, enabling them to shift the location, time, and intensity of their execution to better align with the availability of carbon-free renewable energy or low-carbon grid energy. Unfortunately, researchers cannot leverage this unique combination of advantages to experiment with and optimize cloud applications' carbon-efficiency because current cloud platforms do not expose energy's carbon characteristics to them. To address the problem, this project will design and implement a shared community testbed for experimenting with the design of carbon-efficient cloud applications. The testbed will be deployed in an edge data center with a local energy system that includes a co-located solar array, batteries, and cooling system. The testbed software will virtualize the energy system by exposing software-defined visibility and control of it to cloud applications, which will enable experimentation with a rich, but unexplored, design space for developing novel carbon-efficient cloud applications capable of responding to clean energy and carbon dynamics.The project has the potential for significant technical impact in advancing the design of carbon-efficient cloud applications, which is important for reducing environmental damage associated with cloud platforms' increasing energy usage and carbon footprint. The project will involve significant community outreach, including annual workshops and tutorials, to both raise awareness of the importance of optimizing for carbon-efficiency and demonstrate how the testbed can enable and advance carbon-efficiency research. The project also plans to conduct outreach by incorporating sustainable computing topics as part of summer programs for local middle and high school students. The project will incorporate use of the testbed into current courses on cloud computing and green computing to both get feedback on the testbed and to enrich students' learning environment. Finally, in addition to making the testbed available to the community, the project will make the software artifacts and datasets developed by the project available to the community via the UMass Trace Repository, which hosts many open datasets collected by researchers.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(8)
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会议论文
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems
联合管理太阳能和电池供电计算机系统中的电能和热能
DOI: 10.1145/3575813.3595191
发表时间: 2023
期刊: 14th ACM International Conference on Future Energy Systems
影响因子: --
作者: [Bashir, Noman, Chandio, Yasra, Irwin, David, Anwar, Fatima M., Gummeson, Jeremy, Shenoy, Prashant]
通讯作者: Shenoy, Prashant
DOI: 10.1145/3582080
发表时间: 2022-01
期刊: ACM Transactions on Autonomous and Adaptive Systems
影响因子: 2.7
作者: [Qianlin Liang;Walid A. Hanafy;Ahmed Ali-Eldin;Prashant Shenoy]
通讯作者: Qianlin Liang;Walid A. Hanafy;Ahmed Ali-Eldin;Prashant Shenoy
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications
Ecovisor:用于碳高效应用的虚拟能源系统
DOI: 10.1145/3575693.3575709
发表时间: 2023
期刊: ASPLOS 2023: Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
影响因子: --
作者: [Souza, Abel, Bashir, Noman, Murillo, Jorge, Hanafy, Walid, Liang, Qianlin, Irwin, David, Shenoy, Prashant]
通讯作者: Shenoy, Prashant
DOI: 10.1145/3634769.3634812
发表时间: 2023-10
期刊: Proceedings of the 14th International Green and Sustainable Computing Conference
影响因子: --
作者: [Abel Souza;Shruti Jasoria;Basundhara Chakrabarty;Alexander Bridgwater;Axel Lundberg;Filip Skogh;Ahmed Ali-Eldin;David Irwin;Prashant J. Shenoy]
通讯作者: Abel Souza;Shruti Jasoria;Basundhara Chakrabarty;Alexander Bridgwater;Axel Lundberg;Filip Skogh;Ahmed Ali-Eldin;David Irwin;Prashant J. Shenoy
7
    REU Site: Computing for an Equitable Energy Transition
    • 批准号:
      2243853
    • 项目类别:
      Standard Grant
    • 资助金额:
      $43.38万
    • 财政年份:
      2023
    • 负责人:
      David Irwin
    • 依托单位:
    CNS Core: Small: Managing Electrical and Thermal Energy in Sustainable Computing Systems
    • 批准号:
      2230143
    • 项目类别:
      Standard Grant
    • 资助金额:
      $32.6万
    • 财政年份:
      2022
    • 负责人:
      David Irwin
    • 依托单位:
    CNS Core: Small: Optimizing Distributed Machine Learning for Transient Resources using Loose Synchronization
    • 批准号:
      1908536
    • 项目类别:
      Standard Grant
    • 资助金额:
      $50.0万
    • 财政年份:
      2019
    • 负责人:
      David Irwin
    • 依托单位:
    EAGER: Exploring the Feasibility of System Support for Managing Risk in Cloud Markets
    • 批准号:
      1802523
    • 项目类别:
      Standard Grant
    • 资助金额:
      $30.0万
    • 财政年份:
      2018
    • 负责人:
      David Irwin
    • 依托单位:
    海外基金