CFP last date
20 May 2024
Reseach Article

Big Data on the GreenCloud

Published on February 2013 by Shlok S Vaidya, Pranay Shah
International Conference on Recent Trends in Information Technology and Computer Science 2012
Foundation of Computer Science USA
ICRTITCS2012 - Number 4
February 2013
Authors: Shlok S Vaidya, Pranay Shah
c30f96ef-28fe-4c3d-b618-af188e9b43fe

Shlok S Vaidya, Pranay Shah . Big Data on the GreenCloud. International Conference on Recent Trends in Information Technology and Computer Science 2012. ICRTITCS2012, 4 (February 2013), 33-37.

@article{
author = { Shlok S Vaidya, Pranay Shah },
title = { Big Data on the GreenCloud },
journal = { International Conference on Recent Trends in Information Technology and Computer Science 2012 },
issue_date = { February 2013 },
volume = { ICRTITCS2012 },
number = { 4 },
month = { February },
year = { 2013 },
issn = 0975-8887,
pages = { 33-37 },
numpages = 5,
url = { /proceedings/icrtitcs2012/number4/10273-1370/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Recent Trends in Information Technology and Computer Science 2012
%A Shlok S Vaidya
%A Pranay Shah
%T Big Data on the GreenCloud
%J International Conference on Recent Trends in Information Technology and Computer Science 2012
%@ 0975-8887
%V ICRTITCS2012
%N 4
%P 33-37
%D 2013
%I International Journal of Computer Applications
Abstract

Cloud computing currently serves massive data loads across public and private clouds. However this poses a huge demand for energy support. The current system is mainly centered on coal and non-renewable energy based sources. A transition must be made towards green data centers which depend on renewable energy sources. According to the International Data Corporation, in 2010 for every $1 spent on hardware, 50 cents are spent on power and cooling [1]. We expect that by 2013 for every $1 spent on hardware, $1 will be spent on power and cooling. This naturally prompts stakeholders of Fortune 500 companies to push towards a Green IT transition. GreenCloud based datacenters, in the long term are not only financially rewarding but also environmentally friendly. This paper describes the landscape of the current interplay between three major parameters – Big Data, Cloud Computing and Green IT. A systematic two-fold approach to bring about a transition to a GreenCloud system is suggested. The future of Big Data is on the Green Cloud.

References
  1. White Paper :"Solutions of the Datacenter's Thermal Challenges", Jed Scaramella Matthew Eastwood, Sponsored by IBM and Intel,January 2007. p1
  2. United States Securities and Exchange Commission. "FormS-1". Internet:http://sec. gov/Archives/edgar/data/1326801/000119312512034517/d287954ds1. htm, Feb. 1, 2012 [Oct. 18, 2012]
  3. Robert Bryce ,"Renewable Energy Can't Run the Cloud", The Wall StreetJournal. Intenet: http://online. wsj. com/article/SB10001424052702303610504577420251668850864. html, May28, 2012 [Oct. 14, 2012]
  4. Sherri Negrea,"Intel in Everything" Internet: http://www. engineering. cornell. edu/magazine/features/intel. cfm, [Oct. 18, 2012]
  5. Copyright 2012 Alternative Energy eTrack- GlobalData
  6. Tickerspy,"Cloud Computing Stocks", tickerspy Internet: http://www. tickerspy. com/index/Cloud-Computing-Stocks Oct 13, 2012 [Oct. 13, 2012]
  7. IBM press releases, "IBM Rolls Out First Solar Array Designed For High-Voltage Data Centers and Industrial Use", IBM, Internet: http://www-03. ibm. com/press/us/en/pressrelease/35891. wss, Nov 3, 2011 [18 Oct, 2012]
  8. Armbrust, M. et al. "A View of cloud computing. Commun". ACM 53, 4 April. 2010.
  9. John Lamb, Ph. D, "Green IT and use of Private Cloud Computing in South Africa", Emerging Technologies for a Smarter World (CEWIT), 2011 8th International Conference & Expo, New York,US, 2-3 Nov. 2011
  10. Lamia Youseff, Maria Butrico, DilmaDaSilva, "Toward a Unified Ontology of CloudComputing", Grid Computing Environments Workshop, 2008. GCE , Nov. 2008.
  11. Ricardo Bianchini, "Leveraging Renewable Energy in Data Centers: Present and Future" Department of Computer Science, Rutgers University, HPDC '12 Proceedings of the 21st international symposium on High-Performance Parallel and Distributed Computing, New York, US, 2012
  12. James Wight, "Zero Carbon Australia: We can do it", Skeptical Science, Internet: http://www. skepticalscience. com/Zero-Carbon-Australia-2020. html. 19 March 2011 [19 Oct. 2012]
  13. Wikipedia,"Power Usage Effectiveness",Wikipedia. Internet: http://en. wikipedia. org/wiki/Power_usage_effectiveness, Sept. 13, 2012 [Oct. 19, 2012]
  14. "A1: Power Usage Effectiveness (PUE)" Self Benchmarking guide for high-tech buildings,. Internet: http://hightech. lbl. gov/benchmarking-guides/data-a1. html, 2012 [Oct. 19, 2012]
  15. Luiz André Barroso and Urs Hölzle, Google Inc. The Datacenter as a Computer - An Introduction to the Design of Warehouse-Scale Machines. Morgan&Claypool, Madison, 2009, pp. 39-67.
  16. Whitepaper: "Data Center 2020: Delivering high density in the Data Center, efficiently and reliably by 2020", published: Mar. 2nd, 2012.
  17. Nitesh Maheshwari, Radheshyam Nanduri, Vasudeva Varma. "Dynamic Energy Efficient Data Placement and Cluster Reconfiguration Algorithm for MapReduce Framework. " submitted to Future Generation Computer Systems (FGCS), India, July 2011
  18. Qi Zhang, Mohamed Faten Zhani, Shuo Zhang, Quanyan Zhu,Raouf Boutaba, Joseph L. Hellerstein. "Dynamic Energy-Aware Capacity Provisioning for Cloud Computing Environments" Copyright 2012 ACM 978-1-4503-1520-3/12/09.
  19. Wikipedia,"Virtualization", Wikipedia. Internet: http://en. wikipedia. org/wiki/Virtualization ,Oct. 18,2012 [Oct. 19, 2012]
  20. Whitepaper: "How VMware Virtualization Right-sizes IT Infrastructure to Reduce Power Consumption", VMware, Inc Item number respective companies. Item No: VMW-WP-REDUCE-PWR-CONSUMPTN-USLET-103, www. vmware. com
  21. Rob DiStefano ," Building an Energy-Efficient Data Center Using Virtualization Technology", Environmental Leader. Internet: http://www. environmentalleader. com/2009/11/19/building-an-energy-efficient-data-center-using-virtualization-technology/ Sept. 19, 2009 [Oct. 16, 2012]
  22. Dzmitry Kliazovich ,Pascal Bouvry, Yury Audzevich, Samee Ullah Khan,"GreenCloud: A Packet-level Simulator of Energy-aware Cloud Computing Data Centers" , Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE, Miami, FL, US 6-10 Dec. 2010.
  23. Google,"Renewable Energy",Goole, Internet: http://www. google. com/green/energy/ [Oct. 13, 2012]
  24. Preston Gralla, "Can Solar Energy Power a Data Center?", GreenBiz. com, Internet: http://www. greenbiz. com/blog/2009/01/18/can-solar-energy-power-data-center, Jan 18th 2009 [19 Oct. 2012]
  25. Apple, "Data Centers and Renewable Energy", Apple, Internet: http://www. apple. com/environment/renewable-energy/ [Oct. 19,2012]
  26. Rich Miller,"Cisco Opens Doors on Texas Data Center", DataCenterKnowledge,Internet: http://www. datacenterknowledge. com/archives/2011/04/18/cisco-opens-doors-on-new-texas-data-center/. Apr. 18,2011 [Oct. 19,2012]
  27. Rich Miller, "Closer Look: The BendBroadband Vault" DataCenterKnowledge. Internet: http://www. datacenterknowledge. com/archives/2011/04/26/closer-look-the-bendbroadband-vault/. Apr. 26,2011 [19 Oct. 2012]
Index Terms

Computer Science
Information Sciences

Keywords

Greencloud Cloud Computing Virtualization Datacenter Energy Management