课题基金 / 基金详情

CRII: NeTS: Enabling Demand Response from Cloud Data Centers -- from Sustainable IT to IT for Sustainability

CRII: NeTS: Enabling Demand Response from Cloud Data Centers -- from Sustainable IT to IT for Sustainability
CRII:NeTS:实现云数据中心的需求响应——从可持续 IT 到 IT 促进可持续发展
批准号:
1464388
负责人:
Zhenhua Liu
金额:
$17.5万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2015
资助国家:
美国
项目状态:
已结题
起止时间:
2015-05-01 至 2018-04-30

项目摘要

项目成果

Zhenhua Liu的其他基金

相似基金

相关文献

中文摘要
翻译
点击翻译按钮获取中文摘要
英文摘要
It is now recognized that cloud data centers are a significant consumer of energy resources and a substantial source of greenhouse gas emission. On the other hand, the intermittency and uncertainty of renewable energy present a daunting operating challenge for the electricity grid. The key idea behind this CRII: Cyber-Physical Systems project is that these two challenges are in fact symbiotic: data centers can be virtual batteries for the electricity grid. Specifically, data centers are large loads, but are also flexible. If the electricity grid can call on the flexibilities of data centers via appropriate demand response programs, this will be a crucial tool for easing the incorporation of renewable energy into the electricity grid. Unfortunately, despite the great potential, the current reality is that data centers perform little demand response. This project aims at the interdisciplinary challenges of enabling demand response from cloud data centers to realize the societal benefits.The overarching goal of this project is to develop an intellectual framework to understand and guide the realization of demand response from cloud data centers, to address engineering and economic challenges in order to manage the daunting risk. This project will first quantify the potential economic and environmental benefits of demand response from cloud data centers. The quantification includes the societal cost savings and emission reductions from networked data centers through geographical load balancing, and the impacts of demand response taxonomy. Built upon the first thrust, this project will continue to tackle the interdisciplinary challenges of both local control algorithm design and global market design for data center demand response in order to facilitate their participation in various demand response programs. The researchers will study prediction-based pricing design and analysis, demand response program design based on optimization decomposition, and distributed online algorithm design for risk management and distributed control. The results of this project will, at the societal level, help utility companies and load serving entities realize the great potential that lies in the Cloud, and, furthermore, design demand response programs that provide right incentives for data center operators to participate. At a local level, this project will help guide the management of geographically distributed data centers in participating in the right demand response programs. The control algorithms and demand response programs, as well as the methodology, can be applied beyond data centers. This research will create new knowledge in distributed online algorithm design and optimization-based market design. Additionally, this project will help design an interdisciplinary course Sustainable IT and IT for Sustainability. Personnel involved in this project, graduates and undergraduates, will receive innovation experiences through the algorithm design, analysis, implementation, and testing.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Collaborative Research: CNS Core: Small: Optimizing Large-Scale Heterogeneous ML Platforms
  • 批准号:
    2146909
  • 项目类别:
    Standard Grant
  • 资助金额:
    $25.0万
  • 财政年份:
    2022
  • 负责人:
    Zhenhua Liu
  • 依托单位:
Collaborative Research: CNS Core: Medium: Dynamic Data-driven Systems - Theory and Applications
  • 批准号:
    2106027
  • 项目类别:
    Standard Grant
  • 资助金额:
    $18.0万
  • 财政年份:
    2021
  • 负责人:
    Zhenhua Liu
  • 依托单位:
CAREER: An adaptive framework to accelerate real-time workloads in heterogeneous and reconfigurable environments
  • 批准号:
    2046444
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $53.31万
  • 财政年份:
    2021
  • 负责人:
    Zhenhua Liu
  • 依托单位:
NeTS: Small: Collaborative Research: Enabling Application-Level Performance Predictability in Public Clouds
  • 批准号:
    1617698
  • 项目类别:
    Standard Grant
  • 资助金额:
    $21.15万
  • 财政年份:
    2016
  • 负责人:
    Zhenhua Liu
  • 依托单位:
国内基金
海外基金
NETs通过cGAS-STING通路介导内皮细胞焦亡在皮瓣缺血再灌注损伤中的作用及机制研究
  • 批准号:
    2026JJ60649
  • 项目类别:
    省市级项目
  • 资助金额:
    --
  • 批准年份:
    2026
  • 负责人:
    贺继强
  • 依托单位:
中性粒细胞胞外陷阱(NETs)调控肾髓质免疫微环境与纤维化微环境介导草酸钙肾结石形成的机制研究
  • 批准号:
    2026JJ50097
  • 项目类别:
    省市级项目
  • 资助金额:
    --
  • 批准年份:
    2026
  • 负责人:
    杨智明
  • 依托单位:
NETs介导肾小管上皮细胞焦亡在尿源性脓毒血症急性肾损伤中的作用及机制
S100A8/A9诱导中性粒细胞胞外陷阱(NETs)形成促进腹主动脉瘤血管重塑的分子机制及靶向干预研究
  • 批准号:
    2026JJ60307
  • 项目类别:
    省市级项目
  • 资助金额:
    --
  • 批准年份:
    2026
  • 负责人:
    王思文
  • 依托单位: