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

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.

[1]  Jinkyun Cho,et al.  Evaluation of air management system's thermal performance for superior cooling efficiency in high-de , 2011 .

[2]  J. Koomey Worldwide electricity used in data centers , 2008 .

[3]  Madhusudan K. Iyengar,et al.  Challenges of data center thermal management , 2005, IBM J. Res. Dev..

[4]  Christian Belady,et al.  GREEN GRID DATA CENTER POWER EFFICIENCY METRICS: PUE AND DCIE , 2008 .

[5]  Paul Mathew,et al.  Self-benchmarking Guide for Data Centers: Metrics, Benchmarks, Actions , 2010 .

[6]  XinGang Liang,et al.  Entransy—A physical quantity describing heat transfer ability , 2007 .

[7]  L. Stobbe,et al.  Metrics for energy efficiency assessment in data centers and server rooms , 2012, 2012 Electronics Goes Green 2012+.

[8]  Nikil Kapur,et al.  A case study and critical assessment in calculating power usage effectiveness for a data centre , 2013 .

[9]  Xiaodong Qian,et al.  A thermal environmental analysis method for data centers , 2013 .

[10]  Lizhe Wang,et al.  Review of performance metrics for green data centers: a taxonomy study , 2011, The Journal of Supercomputing.

[11]  Qinghui Tang,et al.  Sensor-Based Fast Thermal Evaluation Model For Energy Efficient High-Performance Datacenters , 2006, 2006 Fourth International Conference on Intelligent Sensing and Information Processing.

[13]  Roshan Mehdizadeh,et al.  A critical analysis of Power Usage Effectiveness and its use in communicating data center energy consumption , 2013 .

[14]  Eric Arquis,et al.  Data center optimization using PID regulation in CFD simulations , 2013 .

[15]  Jinkyun Cho,et al.  Evaluation of air distribution system's airflow performance for cooling energy savings in high-density data centers , 2014 .

[16]  S. Gupta,et al.  Thermal-aware task scheduling for data centers through minimizing heat recirculation , 2007, 2007 IEEE International Conference on Cluster Computing.

[17]  Tao Lu,et al.  Investigation of air management and energy performance in a data center in Finland: Case study , 2011 .

[18]  Fabio Favoino,et al.  Temperature Field Real-Time Diagnosis by Means of Infrared Imaging in Data Elaboration Center , 2014 .

[19]  Yingxin Zhu,et al.  Proceedings of the 8th International Symposium on Heating, Ventilation and Air Conditioning , 2014 .

[20]  Ayan Banerjee,et al.  Spatio-temporal thermal-aware job scheduling to minimize energy consumption in virtualized heterogeneous data centers , 2009, Comput. Networks.

[21]  Jeffrey S. Chase,et al.  Balance of power: dynamic thermal management for Internet data centers , 2005, IEEE Internet Computing.

[22]  Cullen E. Bash,et al.  DIMENSIONLESS PARAMETERS FOR EVALUATION OF THERMAL DESIGN AND PERFORMANCE OF LARGE-SCALE DATA CENTERS , 2002 .

[23]  Marta Chinnici,et al.  An Example of Methodology to Assess Energy Efficiency Improvements in Datacenters , 2013, 2013 International Conference on Cloud and Green Computing.

[24]  Stéphane Ploix,et al.  Increasing Energy Efficiency in Data Centers Using Energy Management , 2011, 2011 IEEE/ACM International Conference on Green Computing and Communications.

[25]  Jeffrey S. Chase,et al.  Making Scheduling "Cool": Temperature-Aware Workload Placement in Data Centers , 2005, USENIX Annual Technical Conference, General Track.

[26]  Luiz André Barroso,et al.  The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines , 2009, The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines.

[27]  C. Bash,et al.  Exergy Analysis of Data Center Thermal Management Systems , 2008 .

[28]  Frederic T. Chong,et al.  Fighting fire with fire: Modeling the datacenter-scale effects of targeted superlattice thermal management , 2011, 2011 38th Annual International Symposium on Computer Architecture (ISCA).

[29]  William Tschudi,et al.  TUE, a New Energy-Efficiency Metric Applied at ORNL's Jaguar , 2013, ISC.

[30]  Robert Tozer,et al.  Data Centre Energy Efficiency Analysis to minimize total cost of ownership , 2013 .

[31]  M.K. Patterson,et al.  The effect of data center temperature on energy efficiency , 2008, 2008 11th Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems.

[32]  Magnus K. Herrlin,et al.  Rack cooling effectiveness in data centers and telecom central offices : The rack cooling index (RCI). Discussion , 2005 .