Coordinated Optimization of Cooling and IT Power in Data Centers

被引:11
|
作者
Samadiani, Emad [1 ]
Amur, Hrishikesh
Krishnan, Bhavani [2 ]
Joshi, Yogendra [1 ]
Schwan, Karsten [2 ]
机构
[1] Georgia Inst Technol, GW Woodruff Sch Mech Engn, Atlanta, GA 30332 USA
[2] Georgia Inst Technol, Coll Comp, Atlanta, GA 30332 USA
关键词
air conditioning; computer centres; cooling; power consumption; thermal management (packaging); ROBUST DESIGN;
D O I
10.1115/1.4001858
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Concurrency and exchanging design knowledge among thermal and IT management are required to achieve an energy efficient operational data center. In this paper, a design approach is presented to bring adaptability and concurrency for coordinated minimization of cooling and IT power consumption in data centers. The presented approach is centered on a proper orthogonal decomposition based reduced order thermal modeling approach, and power profiling of the IT equipment to identify the optimal parameters of the air cooling systems along with optimal dynamic workload distribution among the servers. The method is applied to a data center cell with different rack and server architectures. The results show that the design approach results in 12-70% saving in the total energy consumption of the data center cell for various scenarios, compared with a baseline design. [DOI: 10.1115/1.4001858]
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Placement Optimization of Liquid-Cooled Servers for Power Minimization in Data Centers
    Li, Li
    Zheng, Wenli
    Wang, Xiaodong
    Wang, Xiaorui
    [J]. 2014 INTERNATIONAL GREEN COMPUTING CONFERENCE (IGCC), 2014,
  • [42] Joint Power Optimization Through VM Placement and Flow Scheduling in Data Centers
    Li, Dawei
    Wu, Jie
    Liu, Zhiyong
    Zhang, Fa
    [J]. 2014 IEEE INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2014,
  • [43] Utilization-based pricing for power management and profit optimization in data centers
    Zheng, Qin
    Veeravalli, Bharadwaj
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2012, 72 (01) : 27 - 34
  • [44] COOLING OF DATA CENTERS USING AIRSIDE ECONOMIZERS
    Karajgikar, Saket
    Mulay, Veerendra
    Agonafer, Dereje
    Schmidt, Roger
    [J]. IPACK 2009: PROCEEDINGS OF THE ASME INTERPACK CONFERENCE 2009, VOL 2, 2010, : 1001 - 1007
  • [45] Power Consumption Cost Optimization Using Solar Photovoltaic Systems for Data Centers
    Eshraghi, Alireza
    Sadeghi-Mobarakeh, Ashkan
    Reihani, Ehsan
    Motalleb, Mahdi
    Mousavi, S. M. Ali
    [J]. 2018 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2018,
  • [46] ASHRAE offers guidance on cooling data centers
    不详
    [J]. ASHRAE JOURNAL, 2004, 46 (02) : 9 - 9
  • [47] Thermal-Aware Performance Optimization in Power Constrained Heterogeneous Data Centers
    Al-Qawasmeh, Abdulla M.
    Pasricha, Sudeep
    Maciejewski, Anthony A.
    Siegel, Howard Jay
    [J]. 2012 IEEE 26TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS & PHD FORUM (IPDPSW), 2012, : 27 - 40
  • [48] LIQUID COOLING FOR THERMAL MANAGEMENT OF DATA CENTERS
    Mulay, Veerendra
    Agonafer, Dereje
    Schmidt, Roger
    [J]. IMECE2008: PROCEEDINGS OF THE INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION - 2008, VOL 6, 2009, : 95 - 101
  • [49] Data Centers, Cooling Towers & Thermal Storage
    Nall, Daniel H.
    [J]. ASHRAE JOURNAL, 2018, 60 (06) : 64 - 70
  • [50] Cooling Energy-Hungry Data Centers
    Meijer, G. I.
    [J]. SCIENCE, 2010, 328 (5976) : 318 - 319