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Worldwide electricity used in data centers

Jonathan G Koomey

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ASHRAE 2004 Thermal Guidelines for Data Processing Environments (Atlanta, GA: American Society of Heating, Refrigeration, and Air-Conditioning Engineers) http://www.ashrae.org

 
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Blazek M, Chong H, Loh W and Koomey J 2004 A data center revisited: assessment of the energy impacts of retrofits and technology trends in a high-density computing facility ASCE J. Infrastruct. Syst. 10 98-104
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Brill K G 2007a Data Center Energy Efficiency and Productivity (Santa Fe, NM: The Uptime Institute) www.uptimeinstitute.org/symp_pdf/(TUI3004C)DataCenterEnergyEfficiency.pdf

 
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Brown R E and Koomey J G 2003 Electricity use in california: past trends and present usage patterns Energy Policy 31 849-64 (also LBNL-47992)
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Cohen L and Josselyn S L 2007 Market Analysis: US and Worldwide Server Installed Base 2006-2010 Forecast IDC. Draft report, January

 
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Eubank H, Swisher J, Burns C, Seal J and Emerson B 2004 Design Recommendations for High-Performance Data Centers: Report of the Integrated Design Charrette (conducted 2-4 February 2003) (Old Snowmass, CO: Rocky Mountain Institute)

 
Greenberg S, Mills E, Tschudi W, Rumsey P and Myatt B 2006 Best Practices for Data Centers: Results from Benchmarking 22 Data Centers Proc. 2006 ACEEE Summer Study on Energy Efficiency in Buildings (Washington, DC, August) (Asilomar, CA: American Council for an Energy Efficient Economy)

 
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Kawamoto K, Koomey J, Nordman B, Brown R E, Piette M, Ting M and Meier A 2002 Electricity used by office equipment and network equipment in the US Energy-Int. J. 27 255-69 (also LBNL-45917)

 
Kawamoto K, Koomey J, Ting M, Nordman B, Brown R E, Piette M and Meier A 2001 Electricity Used by Office Equipment and Network Equipment in the US: Detailed Report and Appendices (Berkeley, CA: Lawrence Berkeley National Laboratory) http://enduse.lbl.gov/Projects/InfoTech.html (LBNL-45917)
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Koomey J 2003 Sorry, wrong number: separating fact from fiction in the information age IEEE Spectr. 40 (June) 11-2
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Koomey J 2007a Estimating Regional Power Consumption by Servers: A Technical Note (Oakland, CA: Analytics Press) http://www.amd.com/koomey

 
Koomey J 2007b Estimating Total Power Consumption by Servers in the US and the World (Oakland, CA: Analytics Press) http://enterprise.amd.com/us-en/AMD-Business/Technology-Home/Power-Management.aspx

 
Koomey J 2008 Turning Numbers into Knowledge: Mastering the Art of Problem Solving 2nd edn (Oakland, CA: Analytics Press) http://www.analyticspress.com

 
Koomey J, Brill K G, Pitt Turner W, Stanley J R and Taylor B 2007 A Simple Model for Determining True Total Cost of Ownership for Data Centers (Santa Fe, NM: The Uptime Institute) http://www.uptimeinstitute.org/

 
Koomey J, Calwell C, Laitner S, Thornton J, Brown R E, Eto J, Webber C and Cullicott C 2002 Sorry, wrong number: the use and misuse of numerical facts in analysis and media reporting of energy issues Annual Review of Energy and the Environment 2002 ed R H Socolow, D Anderson and J Harte (Palo Alto, CA: Annual Reviews) pp 119-58 (also LBNL-50499)

 
Koomey J, Chong H, Loh W, Nordman B and Blazek M 2004 Network electricity use associated with wireless personal digital assistants The ASCE J. Infrastruct. Syst. 10 131-7 (also LBNL-54105)
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Koomey J, Kawamoto K, Nordman B, Piette M A and Brown R E 1999 Initial comments on ‘The Internet Begins with Coal’ (Berkeley, CA: Lawrence Berkeley National Laboratory) http://enduse.lbl.gov/projects/infotech.html LBNL-44698

 
Koomey J, Piette M A, Cramer M and Eto J 1996 Efficiency improvements in us office equipment: expected policy impacts and uncertainties Energy Policy 24 1101-10
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Koomey J et al 2006 Server Energy Measurement Protocol (Oakland, CA: Analytics Press) http://www.energystar.gov/datacenters

 
Ledbetter M and Smith L 1993 Guide to Energy-Efficient Office Equipment (Washington, DC: American Council for an Energy-Efficient Economy)

 
Loper J and Parr S 2007 Energy Efficiency in Data Centers: A New Policy Frontier (Washington, DC: Alliance to Save Energy)

 
Lovins A and Heede H 1990 Electricity-Saving Office Equipment (Competitek/Rocky Mountain Institute) September

 
Markoff J and Hansell S 2006 Hiding in plain sight, Google seeks an expansion of power The New York Times (June 14)

 
Mills M P 1999 The Internet Begins with Coal: A Preliminary Exploration of the Impact of the Internet on Electricity Consumption (Arlington, VA: The Greening Earth Society)

 
Mitchell-Jackson J, Koomey J, Blazek M and Nordman B 2002 National and regional implications of internet data center growth Resour. Conserv. Recy. 36 175-85 (also LBNL-50534)
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Mitchell-Jackson J, Koomey J, Nordman Buce and Blazek M 2003 Data center power requirements: measurements from silicon valley Energy-Int. J. 28 837-50 (also LBNL-48554)

 
Norford L, Hatcher A, Harris J, Roturier J and Yu O 1990 Electricity use in information technologies Annual Review of Energy ed J M Hollander (Palo Alto, CA: Annual Reviews) pp 423-53

 
Piette M, Eto J and Harris J 1991 Office Equipment Energy Use and Trends Lawrence Berkeley Laboratory LBL-31308 (September)

 
Roth K, Goldstein F and Kleinman J 2002 Energy Consumption by Office and Telecommunications Equipment in Commercial Buildings-Volume I: Energy Consumption Baseline Prepared by Arthur D Little for the US Department of Energy A D Little Reference no 72895-00 January http://www.eere.energy.gov/ Washington, DC

 
Standard Performance Evaluation Corporation (SPEC) 2007 SPECpower_ ssj2008: an industry standard benchmark incorporating power and performance measurements http://www.spec.org/power_ssj2008/

 
Stanley J R, Brill K G and Koomey J 2007 Four Metrics Define Data Center Greenness Enabling Users to Quantify ‘Energy Efficiency for Profit’ Initiatives (Santa Fe, NM: The Uptime Institute) http://www.uptimeinstitute.org

 
Ton M and Fortenbery B 2005 Server Power Supplies Report to Lawrence Berkeley National Laboratory by Ecos Consulting and EPRI Solutions, December (Berkeley, CA)

 
Tschudi B, Xu T, Sartor D, Nordman B, Koomey J and Sezgen O 2004 Energy Efficient Data Centers LBNL, for the California Energy Commission (LBNL-54163) (Berkeley, CA)
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Tschudi W, Mills E, Greenberg S and Rumsey P 2006 Measuring and managing data center energy use: findings-and resulting best practices-from a study of energy use in 22 data centers Heating, Piping, Air-conditioning (HPAC) Engineering pp 45-51

 
Tschudi W, Sreedharan P, Xu T, Coup D and Roggensack P 2003 Data centers and energy use-let’s look at the data Proc. 2003 ACEEE Summer Study on Energy Efficiency in Industry (Washington, DC, July) (Rye Brook, NY: American Council for an Energy Efficient Economy)

 
US EPA 2007 Report to Congress on Server and Data Center Energy Efficiency, Public Law 109-431 Prepared for the US Environmental Protection Agency, ENERGY STAR Program, by Lawrence Berkeley National Laboratory LBNL-363E August 2 http://www.energystar.gov/datacenters

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