Review on Performance Metrics for Energy Efficiency in Data Center: The Role of Thermal Management

被引:15
|
作者
Capozzoli, Alfonso [1 ]
Chinnici, Marta [2 ]
Perino, Marco [1 ]
Serale, Gianluca [1 ]
机构
[1] Politecn Torino, I-10129 Turin, Italy
[2] ENEA, I-00123 Rome, Italy
来源
关键词
Data centers management; Energy efficiency; Metrics; Temperature in data center; IT equipment; Data center thermal performance; POWER USAGE EFFECTIVENESS; AIR MANAGEMENT;
D O I
10.1007/978-3-319-15786-3_9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Energy consumption and thermal performance are the two most important tasks in data centers (DCs) facility management. In recent years, to monitor and control their variation several performance metrics were introduced. In this paper an overview on the main important energy and thermal metrics is provided. A critical analysis to investigate mutual relations among metrics was performed, with the aim to clarify some physical aspects regarding the assessment of DC global energy performance. Indeed, although these metrics are commonly used to assess the energy efficiency of DCs, their usefulness for encouraging lower energy consumption was poorly investigated. Moreover, an analysis on the effect of the DC thermal performance on metrics was done. The thermal management assume a key role for achieving energy saving during the operation of a DC and for the improvement of the IT equipment reliability.
引用
收藏
页码:135 / 151
页数:17
相关论文
共 50 条
  • [41] Towards the Prediction of the Performance and Energy Efficiency of Distributed Data Management Systems
    Niemann, Raik
    [J]. ICPE'16 COMPANION: PROCEEDINGS OF THE 2016 COMPANION PUBLICATION FOR THE ACM/SPEC INTERNATIONAL CONFERENCE ON PERFORMANCE ENGINEERING, 2016, : 23 - 28
  • [42] Optimizing data center TCO: Efficiency metrics and an infrastructure cost model
    Malone, Christopher G.
    Belady, Christian L.
    [J]. ASHRAE TRANSACTIONS 2008, VOL 114, PT 1, 2008, 114 : 44 - +
  • [43] Data Center Energy Efficiency: Improving Energy Efficiency in Data Centers Beyond Technology Scaling
    Chong, Frederic T.
    Saleh, Adel A. M.
    Heck, Martijn J. R.
    Ranganathan, Parthasarathy
    Wassel, Hassan M. G.
    [J]. IEEE DESIGN & TEST, 2014, 31 (01) : 93 - 104
  • [44] Comparison of Approaches for Calculating Annualized Data Center Energy Metrics
    Khalid, Rehan
    Wemhoff, Aaron P.
    [J]. ASHRAE TRANSACTIONS 2019, VOL 125, PT 1, 2019, 125 : 479 - 487
  • [45] DATA CENTER AIR MANAGEMENT METRICS-PRACTICAL APPROACH
    Tozer, Robert
    Salim, Munther
    [J]. 2010 12TH IEEE INTERSOCIETY CONFERENCE ON THERMAL AND THERMOMECHANICAL PHENOMENA IN ELECTRONIC SYSTEMS, 2010,
  • [46] On Energy Efficiency for Enterprise and Data Center Networks
    Mahadevan, Priya
    Banerjee, Sujata
    Sharma, Puneet
    Shah, Amip
    Ranganathan, Parthasarathy
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (08) : 94 - 100
  • [47] Energy efficiency dependency analysis for a data center
    [J]. Dumitru, I. (iulia.dumitru@aii.pub.ro), 1600, Springer Verlag (187 AISC):
  • [48] The effect of data center temperature on energy efficiency
    Patterson, Michael K.
    [J]. 2008 11TH IEEE INTERSOCIETY CONFERENCE ON THERMAL AND THERMOMECHANICAL PHENOMENA IN ELECTRONIC SYSTEMS, VOLS 1-3, 2008, : 1167 - 1174
  • [49] Data center workload placement for energy efficiency
    Bash, Cullen
    Forman, George
    [J]. IPACK 2007: PROCEEDINGS OF THE ASME INTERPACK CONFERENCE 2007, VOL 1, 2007, : 733 - 741
  • [50] Energy Efficiency Measurements of Data Center Systems
    Horalek, J.
    Matyska, J.
    Sobeslav, V.
    Suba, P.
    [J]. 2014 ELEKTRO, 2014, : 41 - 45