Carbon-aware energy capacity planning for datacenters

Proceedings of the 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2012

Volumn , Issue , 2012, Pages 391-400

  Ren, Chuangang ^a   Wang, Di ^a   Urgaonkar, Bhuvan ^a   Sivasubramaniam, Anand ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA CENTERS; ENERGY CAPACITY; ENERGY PORTFOLIO; ENVIRONMENTAL BENEFITS; INFORMED DECISION; LOW COSTS; POWER PURCHASE AGREEMENT; RENEWABLE ENERGIES; RENEWABLE ENERGY CERTIFICATES; RENEWABLE ENERGY POTENTIALS; RENEWABLE GENERATION; RENEWABLES;

CARBON FOOTPRINT; COMPUTER SIMULATION; INVESTMENTS; PURCHASING; TELECOMMUNICATION SYSTEMS; VIRTUAL STORAGE;

RENEWABLE ENERGY RESOURCES;

EID: 84868224677     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MASCOTS.2012.51     Document Type: Conference Paper

References (41)

1. eGRID Subregion GHG Output Emission Rates for Year 2005, 2008.
2. Guide to Purchasing Green Power. Technical report, U.S. Department of Energy, 2010.
3. Google's Green PPAs: What, How, and Why, 2011.
4. Microsoft to Expand its Dublin Data Center to Support Growing Demand for its Cloud Services, Feb. 2012. http://www.idairland.com/news-media/press- releases/microsoft-to-expand-its-d/.
5. S. Akoush, R. Sohan, A. Rice, A. W. Moore, and A. Hopper. Free Lunch: Exploiting Renewable Energy for Computing. In Workshop of HotOS, 2011.
6. B. Aksanli, J. Venkatesh, L. Zhang, and T. Rosing. Utilizing Green Energy Prediction to Schedule Mixed Batch and Service Jobs in Data Centers. In Workshop of HOTPOWER, 2011.
7. G. Barbose, N. Darghouth, R. Wiser, and J. Seel. Tracking the Sun IV: The Installed Cost of Photovoltaics in the U.S. from 1998- 2010. Technical Report LBNL-5074E, Lawrence Berkeley National Laboratory, 2011.
8. M. Brown and J. Renau. ReRack: Power Simulation for Data Centers with Renewable Energy Generation. In Workshop of GreenMetrics, 2011.
9. California ISO Open Access Same-time Information System Hourly Average Energy Prices, Nov. 2011. http://oasishis.caiso.com/.
10. G. Chen, W. He, J. Liu, S. Nath, L. Rigas, L. Xiao, and F. Zhao. Energy-aware Server Provisioning and Load Dispatching for Connection-intensive Internet Services. In Proceedings of NSDI, 2008.
11. Y. Chen, A. Ganapathi, R. Griffith, and R. H. Katz. The Case for Evaluating MapReduce Performance Using Workload Suites. In Proceedings of MASCOTS, 2011.
12. G. Cook and J. V. Horn. How dirty is your data? A Look at the Energy Choices That Power Cloud Computing, 2011.
13. Duke utility bill tariff, 2011. http://www.duke-energy.com/pdfs/ scscheduleopt.pdf.
14. EnerNOC Demand Response: Reducing Peak Load in Data Centers. http://www.datacenterdynamics.com/ME2.
15. Facebook Installs Solar Panels at New Data Center, 2011. http://www.datacenterknowledge.com/archives/2011/04/16/facebook-installs-solar- panels-at-new-data-center/.
16. R. E. P. N. for the 21st Century (REN21). Renewables 2011 Global Status Report, 2011.
17. D. Gmach, J. Rolia, C. Bash, Y. Chen, T. Christian, A. Shah, R. K. Sharma, and Z. Wang. Capacity Planning and Power Management to Exploit Sustainable Energy. In Proceedings of CNSM, 2010.
18. I. Goiri, R. Beauchea, K. Le, T. D. Nguyen, M. E. Haque, J. Guitart, J. Torres, and R. Bianchini. GreenSlot: Scheduling Energy Consumption in Green Datacenters. In Proceedings of SC, 2011.
19. Wind-Powered Data Center in Wyoming, 2007. http: //www. datacenterknowledge.com/archives/2007/11/29/wind-powered-data-center-in-wyoming/ .
20. J. Heeter and L. Bird. Status and Trends in U.S. Compliance and Voluntary Renewable Energy Certificate Markets (2010 Data). Technical Report NREL/TP-6A20-5292, NREL, 2011.
21. James Hamilton. I Love Solar Power But ..., Mar. 2012. http://perspectives.mvdirona.com/2012/03/17/ILoveSolarPowerBut.aspx.
22. J. G. Koomey. Growth in Data Center Electricity Use 2005 to 2010, 2011. http://www.analyticspress.com/datacenters.html.
23. A. Krioukov, C. Goebel, S. Alspaugh, Y. Chen, D. Culler, and R. Katz. Integrating Renewable Energy Using Data Analytics Systems: Challenges and Opportunities. Bulletin of the IEEE Computer Society Technical Committee, 2011.
24. K. Le, O. Bilgir, R. Bianchini, M. Martonosi, and T. D. Nguyen. Managing the Cost, Energy Consumption, and Carbon Footprint of Internet Services. In Proceedings of SIGMETRICS, 2010.
25. B. Li, G. Y. Keung, S. Xie, F. Liu, Y. Sun, and H. Yin. An Empirical Study of Flash Crowd Dynamics in a P2P-Based Live Video Streaming System. In Proceedings of GLOBECOM, 2008.
26. C. Li, A. Qouneh, and T. Li. Characterizing and Analyzing Renewable Energy Driven Data Centers. In Proceedings of SIGMETRICS, 2011.
27. C. Li, W. Zhang, C. Cho, and T. Li. SolarCore: Solar Energy Driven Multi-core Architecture Power Management. In Proceedings of HPCA, 2011.
28. Z. Liu, M. Lin, A. Wierman, S. H. Low, and L. L. H. Andrew. Greening Geographical Load Balancing. In Proceedings of SIGMETRICS, 2011.
29. A. Mills, R. Wiser, and K. Porter. The Cost of Transmission for Wind Energy: A Review of Transmission Planning Studies . Technical Report LBNL-1471E, Lawrence Berkeley National Laboratory, 2009.
30. Western Wind and Solar Integration Study, Nov. 2011. http://www.nrel.gov/ wind/systemsintegration/wwsis.html.
31. S. Price and R. Margolis. 2008 Solar Technologies Market Report. Technical report, U.S. Department of Energy, 2010.
32. Database of State Incentives for Renewables and Efficiency, 2012. http://www.dsireusa.org.
33. EPA - Server and Data Center Energy Efficiency, 2007. http://www.energystar.gov/ia/partners/prod development/downloads/EPA Datacenter-Report-Congress-Final1.pdf.
34. N. Sharma, S. K. Barker, D. E. Irwin, and P. J. Shenoy. Blink: Managing Server Clusters on Intermittent Power. In Proceedings of ASPLOS, 2011.
35. C. Stewart and K. Shen. Some Joules Are More Precious Than Others: Managing Renewable Energy in the Datacenter. In Proceedings of HPCA, 2009.
36. Schemes of Tamil Nadu Energy Development Agency, Mar 2008.
37. A. Vasan, A. Sivasubramaniam, V. Shimpi, T. Sivabalan, and R. Subbiah. Worth Their Watts? - An Empirical Study of Datacenter Servers. In Proceedings of HPCA, 2010.
38. Wall Street Journal. Renewable Energy Can't Run the Cloud . May. 8 2012. http://online.wsj.com/article/SB10001424052702303610504577420251668850864.html.
39. D. Wang, C. Ren, A. Sivasubramaniam, B. Urgaonkar, and H. Fathy. Energy Storage in Datacenters: What, Where and How Much? In Proceedings of SIGMETRICS, 2012.
40. R. Wiser and M. Bolinger. 2010 Wind Technologies Market Report. Technical report, U.S. Department of Energy, 2011.
41. Y. Zhang, Y. Wang, and X. Wang. GreenWare: Greening Cloud-Scale Data Centers to Maximize the Use of Renewable Energy. In Proceedings of Middleware, 2011.