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Energy Efficient Service Delivery in Clouds in Compliance with the Kyoto Protocol

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Energy Efficient Data Centers (E2DC 2012)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 7396))

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Abstract

Cloud computing is revolutionizing the ICT landscape by providing scalable and efficient computing resources on demand. The ICT industry – especially data centers, are responsible for considerable amounts of CO 2 emissions and will very soon be faced with legislative restrictions, such as the Kyoto protocol, defining caps at different organizational levels (country, industry branch etc.) A lot has been done around energy efficient data centers, yet there is very little work done in defining flexible models considering CO 2. In this paper we present a first attempt of modeling data centers in compliance with the Kyoto protocol. We discuss a novel approach for trading credits for emission reductions across data centers to comply with their constraints. CO 2 caps can be integrated with Service Level Agreements and juxtaposed to other computing commodities (e.g. computational power, storage), setting a foundation for implementing next-generation schedulers and pricing models that support Kyoto-compliant CO 2 trading schemes.

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References

  1. Data center energy efficiency calculator, http://www.42u.com/efficiency/energy-efficiency-calculator.html

  2. ENERGY STAR data center energy efficiency initiatives : ENERGY STAR, http://www.energystar.gov/index.cfm?c=prod_development.server_efficiency

  3. Environment agency - phase III 2013 to 2020, http://www.environment-agency.gov.uk/business/topics/pollution/113457.aspx#What_we_need_you_to_do_now

  4. EU emissions trading system - department of energy and climate change, http://www.decc.gov.uk/en/content/cms/emissions/eu_ets/eu_ets.aspx

  5. EU ETS 2009 company ratings, http://www.carbonmarketdata.com/cmd/publications/EU%20ETS%202009%20Company%20Rankings%20-%20June%202010.pdf

  6. Gartner estimates ICT industry accounts for 2 percent of global CO2 emissions, http://www.gartner.com/it/page.jsp?id=503867

  7. Google’s PPAs: what, how and why, http://static.googleusercontent.com/external_content/untrusted_dlcp/www.google.com/en/us/green/pdfs/renewable-energy.pdf

  8. The green grid, http://www.thegreengrid.org/

  9. The green grid CUEandWUE, http://www.thegreengrid.org/Global/Content/TechnicalForumPresentation/2011TechForumCUEandWUE

  10. The green grid - the green grid metrics: Describing data center power efficiency, http://www.thegreengrid.org/en/Global/Content/white-papers/Green-Grid-Metrics

  11. IPCC - intergovernmental panel on climate change, http://www.ipcc.ch/publications_and_data/publications_ipcc_fourth_assessment_report_synthesis_report.html

  12. Kyoto protocol, http://unfccc.int/kyoto_protocol/items/2830.php

  13. Kyoto protocol to the united nations framework convention on climate change, http://unfccc.int/essential_background/kyoto_protocol/items/1678.php

  14. Beauvisage, T.: Computer usage in daily life. In: Proceedings of the 27th International Conference on Human Factors in Computing Systems, CHI 2009, pp. 575–584. ACM, New York (2009)

    Chapter  Google Scholar 

  15. Beloglazov, A., Buyya, R.: Adaptive threshold-based approach for energy-efficient consolidation of virtual machines in cloud data centers. In: Proceedings of the 8th International Workshop on Middleware for Grids, Clouds and e-Science, MGC 2010, pp. pp. 4:1–4:6. ACM, New York (2010)

    Google Scholar 

  16. Coutinho, F., de Carvalho, L.A.V., Santana, R.: A workflow scheduling algorithm for optimizing Energy-Efficient grid resources usage. In: 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing (DASC), pp. 642–649. IEEE (December 2011)

    Google Scholar 

  17. Ellerman, D., Joskow, P.: The european union’s emissions trading system in perspective, prepared for the pew center on global climate change, http://www.c2es.org/eu-ets

  18. Garg, S.K., Yeo, C.S., Anandasivam, A., Buyya, R.: Environment-conscious scheduling of HPC applications on distributed cloud-oriented data centers. Journal of Parallel and Distributed Computing 71(6), 732–749 (2011)

    Article  MATH  Google Scholar 

  19. Grubb, M., Vrolijk, C., Brack, D.: Kyoto Protocol: A Guide and Assessment. Earthscan Ltd., London (1999)

    Google Scholar 

  20. Maurer, M., Brandic, I., Sakellariou, R.: Simulating Autonomic SLA Enactment in Clouds Using Case Based Reasoning. In: Di Nitto, E., Yahyapour, R. (eds.) ServiceWave 2010. LNCS, vol. 6481, pp. 25–36. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  21. Maurer, M., Brandic, I., Sakellariou, R.: Enacting SLAs in Clouds Using Rules. In: Jeannot, E., Namyst, R., Roman, J. (eds.) Euro-Par 2011, Part I. LNCS, vol. 6852, pp. 455–466. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  22. Wang, Z., Zhang, Y.: Energy-Efficient task scheduling algorithms with human intelligence based task shuffling and task relocation, pp. 38–43. IEEE (August 2011)

    Google Scholar 

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© 2012 Springer-Verlag Berlin Heidelberg

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Lucanin, D., Maurer, M., Mastelic, T., Brandic, I. (2012). Energy Efficient Service Delivery in Clouds in Compliance with the Kyoto Protocol. In: Huusko, J., de Meer, H., Klingert, S., Somov, A. (eds) Energy Efficient Data Centers. E2DC 2012. Lecture Notes in Computer Science, vol 7396. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33645-4_9

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  • DOI: https://doi.org/10.1007/978-3-642-33645-4_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33644-7

  • Online ISBN: 978-3-642-33645-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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