Analysis of Energy Consumption of Deduplication in Storage Systems

Proceedings - 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2015

Volumn , Issue , 2015, Pages 295-301

  Yan, Yizhou ^a   Wu, Wenjun ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

Backup; Deduplication; Energy Consumption Model; Simulation

Indexed keywords

DIGITAL STORAGE; DISTRIBUTED COMPUTER SYSTEMS; ENERGY UTILIZATION; POWER MANAGEMENT;

BACKUP; BACKUP STRATEGY; DE DUPLICATIONS; ENERGY CONSUMPTION MODEL; RESEARCH TOPICS; SIMULATION; SIMULATION FRAMEWORK; STORAGE SYSTEMS;

ENERGY EFFICIENCY;

EID: 84962540775     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CyberC.2015.75     Document Type: Conference Paper

References (21)

1. McKnight J, Asaro T, Babineau B. Digital Archiving: End-User Survey and Market Forecast 2006-2010[J]. The Enterprise Strategy Group, 2006.
2. Biggar H. Experiencing data de-duplication: Improving efficiency and reducing capacity requirements[J]. The Enterprise Strategy Group, 2007.
3. Brown R. Report to congress on server and data center energy efficiency: Public law 109-431[J]. 2008.
4. Koomey J. Growth in data center electricity use 2005 to 2010[J]. Oakland, CA: Analytics Press. August, 2011, 1: 2010.
5. Schulz G. Storage industry trends and it infrastructure resource management (irm), 2007[J].
6. Luo L, Wu W, Tsai W T, et al. Simulation of power consumption of cloud data centers[J]. Simulation Modelling Practice and Theory, 2013, 39: 152-171.
7. Zhu B, Li K, Patterson R H. Avoiding the Disk Bottleneck in the Data Domain Deduplication File System[C]//Fast. 2008, 8: 269-282.
8. Yang T, Jiang H, Feng D, et al. DEBAR: A scalable highperformance de-duplication storage system for backup and archiving[C]//Parallel & Distributed Processing (IPDPS), 2010 IEEE International Symposium on. IEEE, 2010: 1-12.
9. Wei J, Jiang H, Zhou K, et al. MAD2: A scalable high-throughput exact deduplication approach for network backup services[C]//Mass Storage Systems and Technologies (MSST), 2010 IEEE 26th Symposium on. IEEE, 2010: 1-14.
10. Min J, Yoon D, Won Y. Efficient deduplication techniques for modern backup operation[J]. Computers, IEEE Transactions on, 2011, 60 (6): 824-840.
11. Guo F, Efstathopoulos P. Building a highperformance deduplication system[C]//Proceedings of the 2011 USENIX conference on USENIX annual technical conference. USENIX Association, 2011: 25-25.
12. Tan Y, Jiang H, Feng D, et al. CABdedupe: A causality-based deduplication performance booster for cloud backup services[C]//Parallel & Distributed Processing Symposium (IPDPS), 2011 IEEE International. IEEE, 2011: 1266-1277.
13. Costa L B, Al-Kiswany S, Lopes R V, et al. Assessing data deduplication trade-offs from an energy and performance perspective[C]//Green Computing Conference and Workshops (IGCC), 2011 International. IEEE, 2011: 1-6.
14. Zhu G, Zhang X, Wang L, et al. An intelligent data de-duplication based backup system[C]//Network-Based Information Systems (NBiS), 2012 15th International Conference on. IEEE, 2012: 771-776.
15. Park N, Lilja D J. Characterizing datasets for data deduplication in backup applications[C]//Workload Characterization (IISWC), 2010 IEEE International Symposium on. IEEE, 2010: 1-10.
16. Bucy J S, Schindler J, Schlosser S W, et al. The disksim simulation environment version 4.0 reference manual (cmu-pdl-08-101)[J]. Parallel Data Laboratory, 2008: 26.
17. Prabhakaran V, Wobber T. SSD extension for DiskSim simulation environment[J]. Microsoft Reseach, 2009.
18. Zedlewski J, Sobti S, Garg N, et al. Modeling Hard-Disk Power Consumption[C]//FAST. 2003, 3: 217-230.
19. Su X, Jin P, Xiang X, et al. Flash-DBSim: A simulation tool for evaluating Flash-based database algorithms[C]//Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on. IEEE, 2009: 185-189.
20. David Floyer. Green Validation Report: 3PAR InServ Storage Arrays. http://wikibon.org/wiki/v/Green-Validation-Report:-3PAR-InServ-Storage-Arrays
21. Wallace G, Douglis F, Qian H, et al. Characteristics of backup workloads in production systems[C]//FAST. 2012: 4.