Efficiency measurement of data centers: An elucidative review

References

• Hong Xu, Baochun Li, “Reducing Electricity Demand Charge for Data Centers with Partial Execution”, e-Energy ‘14 Proceedings of the 5thinternational conference on Future energy systems, 2014.
   Google Scholar
• Víctor Avelar, Dan Azevedo, “PUE: A Comprehensive Examination of the Metrice”, Article by The Green Grid 2012.
   Google Scholar
• Victor Avelar , “Guidance for Calculation of Efficiency (PUE) in Data Centers”, APC White Paper # 158 Rev 3.0, 2014.
   Google Scholar
• John Judge, Jack Pouchet, Anand Ekbote, and Sachin Dixit, “Reducing Data Center Energy Consumption”, Ashrae Journal, pages 14–26, November, 2008.
   Google Scholar
• William Tschudi, “Energy Efficient Data Centers Power Chain Efficiency”, APC white paper #144 & #154, 2008.
   Google Scholar
• Neil Rasmussen, “Electrical Efficiency Measurement for Data Centers”, APC White Paper #113 Rev 2.0, 2011.
   Google Scholar
• Harris, Jason, ”Green Computing and Green IT: Best practices on regulations and industry initiatives, virtualization, power management, materials recycling and telecommuting,”Emereo Pty Ltd London, UK, 2008.
   Google Scholar
• Uddin, Mueen and Rahman, Azizah Abdul, “Techniques to implement in green data centres to achieve energy efficiency and reduce global warming effects”, International Journal of Global Warming, Inderscience, 3, 372-389, 2011.
   Google Scholar
• Patel, Chandrakant D, “A vision of energy aware computing from chips to data centers”, ISMME2003-K15, The International Symposium on Micro-Mechanical Engineering December 1-3, 2003.
   Google Scholar
• Laudon, James, “Performance/watt: the new server focus”, ACM, 33, 5-13 (2005) , Article in ACM SIGARCH Computer Architecture News 33(4):5-13,January, 2005.
   Google Scholar
• Daim, Tugrul and Justice, Jay and Krampits, Mark and Letts, Matthew and Subramanian, Ganesh and Thirumalai, Mukundan, “Data center metrics: an energy efficiency model for information technology managers, Management of Environmental Quality”, International Journal, Emerald Group Publishing Limited, 20, 712-731, 2009.
   Google Scholar
• Moises Levy, Daniel Raviv, “A Novel Framework for Data Center Metrics using a Multidimensional Approach “ Levy, Advances in Science, Technology and Engineering Systems Journal Vol. 3, No. 2, 238-251, 2018. doi: 10.25046/aj030228
   Google Scholar
• Gemma Brady , NirajKapur, Jon Summers, Harvey Morpeth Thompson, “A Case Study and Critical Assessment in Calculating Power Usage Effectiveness for a Data Centre”, Article in Energy Conversion and Management 76:155-161,December, 2013.
   Google Scholar
• V. Dinesh Reddy, Brian Setz, G. Subrahmanya V. R. K. Rao, “Metrics for Sustainable Data Centers”, IEEE Transactions on Sustainable Computing, Vol 2, No-3, July-September 2017.
   Google Scholar
• Claudio Fiandrino, Dzmitry Kliazovich, Pascal Bouvry, Albert Y. Zomaya, “Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers”, IEEE Transaction on Cloud Computing, 2015.
   Web of Science ®Google Scholar
• Marta Chinnici, Davide De Chiara, Andrea Quintiliani, “Data Center, A cyber-physical system: improving energy efficiency through the power management”, IEEE 15th International Conference on Dependable, Autonomic and Secure Computing, 2017.
   Google Scholar
• Giuseppe Procaccianti, Aristeidis Routsis, “Energy Efficiency and Power Measurements: an Industrial Survey in Data Centers”, 4th International Conference on ICT for Sustainability, 2016.
   Google Scholar
• L. Wang and S. U. Khan, “Review of performance metrics for green data centers: A taxonomy study”, The Journal of Supercomputing, Volume 63, Issue 3, pp 639–656, March, 2013. doi: 10.1007/s11227-011-0704-3
   Web of Science ®Google Scholar
• C. Belady, “In the Data Center, Power and Cooling Costs More than the IT Equipment it supports,” Electronics Cooling, February 2007.
   Google Scholar
• Uddin, Mueen and Rahman, Azizah Abdul, “Energy efficiency and low carbon enabler green IT framework for data centers considering green metrics”, Renewable and Sustainable Energy Reviews, Elsevier, 16, 4078-4094, 2012.
   Google Scholar
• Elnozahy, EN Mootaz and Kistler, Michael and Rajamony, Ramakrishnan, “Energy-efficient server clusters”, Lecture Notes in Computer Science, Springer, 2325, 179-197,2003.
   Google Scholar
• Malik, R and Barthel, S, “Energy Efficiency, its Benefits and Methods to close the Efficiency gap”, Applied Power Electronics Conference and Exposition, APEC 2008.
   Google Scholar
• Kopparapu, Chandra, “Load balancing servers, firewalls, and caches”, John Wiley & Sons, 2002.
   Google Scholar
• Stillwell, Mark and Schanzenbach, David and Vivien, Frederic and Casanova, Henri, “Resource allocation using virtual clusters”, IEEE/ ACM International Symposium on Cluster Computing and the Grid, 2009.
   Google Scholar
• Patel, Chandrakant D, “A vision of energy aware computing from chips to data centers”, The International Symposium on Micro-Mechanical Engineering, 2003.
   Google Scholar
• Van den Bossche, Ruben and Vanmechelen, Kurt and Broeckhove, Jan, “An evaluation of the benefits of finegrained value-based scheduling on general purpose clusters”, Future Generation Computer Systems, Elsevier, 27, 1-9, 2011.
   Google Scholar
• AlEnawy, Tarek A and Aydin, Hakan, “Energy-aware task allocation for rate monotonic scheduling”, Real Time and Embedded Technology and Applications Symposium, 2005. RTAS 2005. 11th IEEE, 213–223 , 2005.
   Google Scholar
• Yuan, Wanghong and Nahrstedt, Klara, “Energy efficient soft realtime CPU scheduling for mobile multimedia systems”, ACMSIGOPS Operating Systems Review, ACM, 149-163, 2003.
   Google Scholar
• Merkel, Andreas and Stoess, Jan and Bellosa, Frank, “Resourceconscious scheduling for energy efficiency on multicore processors” Proceedings of the 5th European conference on Computer systems, ACM, 153-166, 2010.
   Google Scholar
• Mastroleon, Lykomidis and Bambos, Nicholas and Kozyrakis, Christos and Economou, Dimitris, “Automatic power management schemes for Internet servers and data centers”, GLOBECOM ‘05. IEEE Global Telecommunications Conference, 2005.
   Google Scholar
• U.S. Environmental Protection Agency, “Energy star for data centers scheduled portfolio manager release on June 7 , 2010,” 2010.
   Google Scholar
• W. Lintner, B. Tschudi, and O. VanGeet, “Best practices guide for energy-efficient data center design,” U.S. Department of Energy, 2011.
   Google Scholar
• Gilbert Held, “Making your data center energy efficient” CRC Press, Taylor & Francis Group, pp. 213–247, 2012.
   Google Scholar
• Greg Schulz, “The green & virtual data center”, CRC Press, Tayler & Francis Group, pp 123-297, 2009.
   Google Scholar
• Julian A. Gallego Arrubla, Young MyoungKo, Ronny J. Polansky, Eduardo Pérez, Lewis Ntaimo & Natarajan Gautam, ”Integrating virtualization, speed scaling, and powering on/off servers in data centers for energy efficiency” Journal IIE Transactions, Tayler & Francis Group, Volume 4, Issue 10 , 2013.
   Google Scholar
• Sean F. Anderson CPE & CEM, “Improving data center efficiency” Journal Energy Engineering, Tayler & Francis Group, Volume 107, Issue 5, 2010.
   Google Scholar
• Hamza S. Erden & H. EzzatKhalifa, “Energy and environmental assessment of on-site power and cooling for data centers”, Journal HVAC&R Research, Tayler & Francis Group, Volume 18, Issue1-2, 2012.
   Google Scholar
• The Green Grid, “Data center power efficiency metrics: PUE and DCiE,” White Paper, 2008.
   Google Scholar
• J. Yuventi and R. Mehdizadeh, “A critical analysis of power usage effectiveness and its use as data center energy sustainability metrics,” CIFE #WP131, February, 2013.
   Google Scholar