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http://dx.doi.org/10.7840/kics.2016.41.8.928

Estimation Modelling of Energy Consumption and Anti-greening Impacts in Large-Scale Wired Access Networks  

Suh, Yuhwa (Department of Information and Communication, Seoil University)
Kim, Kiyoung (Department of Computer Software, Seoil University)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.41, no.8, 2016 , pp. 928-941 More about this Journal
Abstract
Energy consumption of today's wired data networks is driven by access networks. Today, green networking has become a issue to reduce energy wastes and $CO_2$ emission by adding energy managing mechanism to wired data networks. However, energy consumption and environmental impacts of wired access networks are largely unknown. In addition, there is a lack of general and quantitative valuation basis of energy use of large-scale access networks and $CO_2$ emissions from them. This paper compared and analyzed limits of existing models estimating energy consumption of access networks and it proposed a model to estimate energy consumption of large-scale access networks by top-down approach. In addition, this work presented models that assess environmental(anti-greening) impacts of access networks using results from our models. The performance evaluation of the proposed models are achieved by comparing with previous models based on existing investigated materials and actual measured values in accordance with real cases.
Keywords
Energy consumption; Access network; $CO_2$ emission; Green networking; Wired data network;
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Times Cited By KSCI : 3  (Citation Analysis)
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1 H. Mellah and B. Sanso, "Routers vs switches, How much more power do they really consume? A datasheet analysis," in Proc. WoWMoM, pp. 1-6, Lucca, Tuscany, Italy, Jun. 2011.
2 California Public Utilities Commission and California Energy Commission, Energy Efficiency: California's Highest-Priority Resource, Jun. 2006.
3 Steven Chu interviewed by Larry Klein and published in NOVA Online Jan. 20, 2009, Retrieved Jul., 12, 2016, from http://www.pbs. org/wgbh/nova/tech/energy-secretary-chu.html.
4 L. Ettenson, Energy efficiency: California's leading energy resource, Electric Light and Power, Nov. 2011.
5 C. Mitchell, R. Deumling, and G. Court, Stabilizing California's Demand: The Real Reasons Behind the States's Energy Savings, Public Util. Fortnightly, pp. 50-62, Mar. 2009.
6 A. Levinson, "California energy efficiency: Lesson for the rest of the world, or not?," J. Econ. Behavior & Org., vol. 207, pp. 269-289, 2014.
7 A. Sudarshan, "Deconstructing the resenfeld curve: making sense of california's low electricity intensity," Energy Econ., vol. 39, pp. 197-207, 2013.   DOI
8 SMARTer 2020 team, SMARTer2020: The role of ICT in driving a sustainable future, Global e-Sustainability Initiative(GeSI) and The Boston Consulting Group (BCG), 2012.
9 Y. Seo and Y. B. Ko, "Dynamic power management for energy efficient Wi-Fi direct," J. KICS, vol. 38B, no. 08, pp. 663-671, 2013.   DOI
10 S. L.anzisera, B. Nordman, and R. Brown, "Data network equipment energy use and savings potential in buildings," Energy Efficiency, vol. 5, no. 2, pp. 149-162, 2012.   DOI
11 K. K. Jun, "Management of base stations having cell zooming capability for green cellular networks," J. KICS, vol. 36, no. 08, pp. 904-909, 2011.   DOI
12 Y. C. Kim, "Reduction effect of $CO_2$ discharge of green PC," J. KICS, vol. 39C, no. 02, pp. 115-121, 2014.   DOI
13 A. P. Bianzino, C. Chaudet, D. Rossi, and J. Rougier, "A survey of green networking research," IEEE Commun. Surveys & Tuts., vol. 14, no. 1, pp. 3-20, 2012.   DOI
14 R. Bolla, R, Bruschi, F. Davoli, and F. Cucchietti, "Energy efficiency in the future Internet: A survey of existing approaches and trends in energy-aware fixed network infrastructures," IEEE Commun. Surveys & Tuts., vol . 13, no. 2, pp. 223-244, 2011.   DOI
15 Y. H. Suh, K. Y. Kim, A. R. Kim, and Y. T. Shin, "A study on impact of wired access networks for green Internet," J. Netw. and Comput. Appl., vol. 57, pp. 156-168, 2015.   DOI
16 J. Baliga, R. Ayre, W. V. Sorin, K. Hinton, and R. S. Tucker, "Energy consumption in optical IP networks," J. Lightwave Technol., vol. 27, no. 13, pp. 2391-2403, 2009.   DOI
17 R. Bolla, R. Bruschi, A. Carrega, F. Davoli, D. Suino, C. Vassilakis, and A. Zafeiropoulos, "Cutting the energy bills of Internet Service Providers and telecoms through power management: An impact analysis," Computer Networks, vol. 56, pp. 2320-2342, 2012.   DOI
18 J. Baliga, K. Hinton, and R. S. Tucker, "Energy consumption of the Internet," in Proc. Joint Int. Conf. Optical Internet, pp. 13, Melbourne, Australia, Jun. 2007.
19 R. Bolla, F. Davoli, R. Bruschi, K. Christensen, and F. Cucchietti, "The potential impact of green technologies in next generation wireline networks : Is there room for energy savings optimization?," IEEE Commun. Mag., vol. 49, no. 8, pp. 80-86, 2011.
20 K. Hinton, J. Baliga, M. Feng, R. Ayre, and R. S. Tucker, "Power consumption and energy efficiency in the Internet," IEEE Network, vol. 25, no. 2, pp. 6-12, 2011.   DOI
21 S. Lambert, W. V. Heddeghem, W. Vereecken, B. Lannoo, D. Colle, and M. Pickavet, "Worldwide electricity consumption of communication networks," Optics Express, vol. 20, no. 26, pp. B513-B524, 2012.   DOI
22 W. Vereecken, W. V. Heddeghem, M. Deruyck, B. Puype, B. Lannoo, and W. Joseph, "Power consumption in telecommunication networks: Overview and reduction strategies," IEEE Commun. Mag., vol. 49, no. 6, pp. 62-69, 2010.   DOI
23 J. Baliga, R. W. Ayre, K. Hinton, and R. S. Tucker, "Energy consumption in wired and wireless access networks," IEEE Commun. Mag., vol. 49, no. 6, pp. 70-77, 2011.
24 A. Gladisch, C. Lange, and R. Leppla, "Power efficiency of optical versus electronic access networks," in Proc. 34th Eur. Conf. Exhibition on Optical Commun., pp. 1-4, Bruxel, Belgium, Sept. 2008.
25 J. Baliga, R. Ayre, M. V. Sorin, K. Hinton, and R. S. Tucker, "Energy consumption in access network," in Proc. Optical Fiber Commun./National Fiber Optic Eng. Conf., pp. 1-3, San Diego, California, USA, Feb. 2008.
26 V. C. Coroama, L. M. Hilty, E. Heiri, and F. M. Horn, "The direct energy demand of internet data flows," J. Ind. Ecology, vol. 17, no. 5, pp. 680-688, 2013.   DOI
27 H. Gregg, S. Jeffrey, W. Philip, D. Debbie, and D. Katherine, Small Network Equipment Energy Consumption in U. S. Homes Using Less Energy to Connect Electronic Devices, The Natural Resources Defense Council, Jun. 2013.
28 V. C. Coroama, C. Schien, C. Preist, and L. M. Hilty, "The energy intensity of the internet: Home and access networks ICT innovations for sustainability," Advances in Intell. Syst. Comput., vol. 310, pp. 137-155, 2015.   DOI
29 U. Bryan, R. Verena, R. Kurt, Energy Consumption of Consumer Electronics in U. S. Homes in 2010, Fraunhofer USA Center for Sustainable Energy Systems, Dec. 2011.
30 U. Bryan, S. Victoria, L. Brian, and R. Kurt, Energy Consumption of Consumer Electronics in U. S. Homes in 2013, Fraunhofer USA Center for Sustainable Energy Systems, Jun. 2014.
31 California Energy Commission, Small Network Equipment, California Energy Commission, Jul. 2013.
32 2014 ECONET Consortium. low Energy COnsumption NETworks (ECOnet) Deliverable D6.5 Benchmarking and Performance Evaluation Result(2014), Retrieved Jul., 12, 2016, from http://www.econet-project.eu
33 R. Bolla, ECOnet low Energy Consumption NETworks, Presentation at National Inter-University Consortium for Telecommunications (CNIT), Oct. 2010.
34 MEF, Technology action plan: Buildings sector energy efficiency 2009, The United States in consultation with Major economies Forum on Energy and Climate (MEF) Partners, 2009.
35 European Communities, Gas and electricity market statistics 2005, European Communities, 2005.
36 42U Data Center Solution, Retrieved Jul., 12, 2016, from http://www. 42u.com/measurement/pue-dcie.htm
37 IEA(International Energy Agency), $CO_2$ emissions from fuel combustion highlights, IEA, 2013.
38 A. Rawson, J. Peuger, and T. Cader, Green grid data center power efficiency metrics: PUE and DCIE, Technical Report White Paper #6, The Green Grid, 2008.
39 M. Stansberry and J. Kudritzki, 2012 Data Center industry survey technical report, Uptime Institute, 2012.
40 B. Nordman, "What the real world tells us about saving energy in electronics," in Proc. the 1st Berkeley Symp. Energy Efficient Electronic Systems (E3S), University of California, Berkeley, USA, Jun. 2009.
41 Australian Government, Department of Climate Change and Energy Eciency Estimate of energy wasted by network-connected equipment final report. Australian Government, 2011.
42 IEA(International Energy Agency), Electricity Information 2010, Jul. 2010.
43 Electricity Consumption by County, Energy Consumption Data Management System of the California Energy Commission, Retrieved Jul., 12, 2016, from http://www.ecdms.energy.ca.gov/elecbycounty.aspx
44 Lawrence Berkeley National Laboratory (LBNL), FY 2012 LBNL Site Sustainability Plan, LBNL, Dec. 2011.
45 Lawrence Berkeley National Laboratory (LBNL), LBNL Site Sustainability Plan for FY 2011, LBNL, Dec. 2010.
46 U. S. Department of Energy, 2010 Buildings Energy Data Book, U.S. Department of Energy, Mar. 2011.
47 P. Cota and T. Pavicic, "New technologies for improvement of characteristics in DSL access networks," in Proc. Int. Convention on Inf. and Commun. Technol., pp. 511-516, Opatija, Croatia, May 2011.