Decreasing power consumption with energy efficient data aware strategies

Future Generation Computer Systems

Volumn 29, Issue 5, 2013, Pages 1152-1163

  Vrbsky, Susan V ^a   Galloway, Michael ^a   Carr, Robert ^a   Nori, Rahul ^a   Grubic, David ^a  

^a Department of Computer Science   (United States)

Author keywords

Data backfilling; Data cluster; Data grid; Data intensive computing; Data replication; Energy; Power consumption; QLFU

Indexed keywords

DATA BACKFILLING; DATA CLUSTERS; DATA GRID; DATA REPLICATION; DATA-INTENSIVE COMPUTING; ENERGY; QLFU;

CLUSTER COMPUTING; ELECTRIC POWER UTILIZATION; ENERGY UTILIZATION; INFORMATION MANAGEMENT; SCHEDULING;

ENERGY EFFICIENCY;

EID: 84873632305     PISSN: 0167739X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.future.2012.12.016     Document Type: Article

References (32)

1. C. Patel, R. Sharma, C. Bash, and S. Grauper Energy aware grid: global workload placement based on energy efficiency Hewlett-Packard 2002
2. R. Fraser, T. Rankine, R. Woodcock, Service oriented grid architecture for geosciences community, in: Proceedings of the 5th Australasian Symposium on Grid Computing and e-Research, AusGrid, 2007.
3. D. Abadi Data management in the cloud: limitations and opportunities Bulletin of the IEEE Technical Committee on Data Engineering 2009
4. T. Kosar, and M. Balman A new paradigm: data-aware scheduling in grid computing Future Generation Computer Systems 25 2009 406 413
5. Green grid, Green grid metrics data center power efficiency metrics: PUE and DCiE, Technical Committee White Paper, February 2007.
6. US Environmental Protection Agency Report to Congress on Server and data center energy efficiency Public law 109-431 Energy Star Program 2007
7. P. Korcan, and P.-J. Bochard Storage efficiency with IBM N series Information Infrastructure Forum 2009
8. J. Baliga, R. Ayre, K. Hinton, and R. Tucker Green cloud computing: balancing energy in processing, storage, and transport Proceedings of the IEEE 99 1 2011 149 167
9. J. Koomey Growth in Data Center Electricity Use 2005 to 2010 2011 Analytics Press Oakland, CA
10. K. Cameron Green introspection IEEE Computer 42 1 2009 101 103
11. http://gcn.com/articles/2010/10/04/data-center-management.aspx
12. Dell Computers - The green data project: http://www.greendataproject.org/ index.php?option=comcontent&task=view&id=44&Itemid=60/.
13. D.J. Brown, and C. Reams Toward energy-efficient computing Communications of the ACM 53 3 2010 50 58
14. D.G. Cameron, R. Carvajal-Schiaffino, A.P. Millar, C. Nicholson, K. Stockinger, and F. Zini Evaluating scheduling and replica optimisation strategies in OptorSim 4th International Workshop on Grid Computing Grid2003 2003 IEEE Computer Society Press Phoenix, Arizona November 17
15. M. Lei, S. Vrbsky, R. Horton, A remote data access element for data grids, grid computing and applications, in: WorldComp'09 2009 International Conference on Grid Computing and Applications, GCA'09, Las Vegas, NV, July 2009, pp. 188-194.
16. L. Barroso, and U. Holzle The case for energy-proportional computing IEEE Computer 41 12 2007 33 37
17. J. Koomey Estimating Total Power Consumption by Servers in the US and the World 2007 Analytics Press Oakland, CA
18. M. Poess, R. Nambiar, Energy cost, the key challenge of today's data centers: a power consumption analysis of TPC-C results, in: Proceedings of the VLDB Endowment'08, New Zealand, August 2008, pp. 1229-1240.
19. R. Bianchini, and R. Rajamony Power and energy management for server systems IEEE Computer 2004 68 76
20. S.-M. Park, J.-H. Kim, Y.-B. Ko, W.-S. Yoon, Dynamic data grid replication strategy based on Internet hierarchy, in: Second International Workshop on Grid and Cooperative Computing, GCC'2003, Shanghai, China, December 2003.
21. K. Ranganathan, and I. Foster Identifying dynamic replication strategies for a high performance data grid International Workshop on Grid Computing 2001 Denver
22. M. Szymaniak, G. Pierre, M. van Steen, Latency-driven replica placement, in: 2005 Symposium on Applications and the Internet, SAINT'05, pp. 399-405.
23. R.-S. Chang, and P.-H. Chen Complete and fragmented replica selection and retrieval in data grids Future Generation Computer Systems Journal 23 2007 536 546 (Pubitemid 46185687)
24. K. Ranganathan, A. Iamnitchi, I. Foster, Improving data availability through dynamic model-driven replication in large peer-to-peer communities, in: Proceedings of the Workshop on Global and Peer-to-Peer Computing on Large Scale Distributed Systems, Berlin, May 2002.
25. M.-C. Lee, F.-Y. Leu, and Y.-P. Chen PERF: an adaptive data replication algorithm based on star-topology data grids Future Generation Computer Systems 28 2012 1045 1057
26. K. Flautner, S. Reinhardt, T. Mudge, Automatic performance-setting for dynamic voltage scaling, in: 7th Conference on Mobile Computing and Networking MOBICOM'01, Rome, Italy, July 2001.
27. P. Pillai, K. Shin, Real-time dynamic voltage scaling for low-power embedded operating systems, in: ACM Symposium on Operating Systems Principles, Banff, Canada, 2001, pp. 89-102. (Pubitemid 33612607)
28. D. Harnik, D. Naor, I. Segall, Low power mode in cloud storage systems, in: IEEE International Symposium on Parallel & Distributed Processing, IPDPS, 2009, pp. 1-8.
29. K. Hasebe, T. Niwa, A. Sugiki, K. Kato, Power-saving in large-scale storage systems with data migration, in: 2nd IEEE International Conference on Cloud Computing Technology and Science, IEEE CloudCom 2010, Indianapolis, IN, December 2010.
30. M. Tang, B.-S. Lee, X. Tang, and C.-K. Yeo The impact of data replication on job scheduling performance in the data grid Future Generation Computer Systems Journal 22 2006 254 268 (Pubitemid 41689807)
31. S. Vrbsky, M. Lei, K. Smith, S.J. Byrd, Data replication and power consumption in data grids, in: 2nd International Conference on Cloud Computing Technology and Science CloudCom10, Indianapolis, IN, December 2010.
32. A. Mu'alem, D. Feitelson, Utilization, predictability, workloads, and user runtime estimates in scheduling the IBM SP2 with backfilling, in: 12th Intl. Parallel Processing Symposium, April 1998, pp. 542-546.