Analysis Prefetching Mechanism for VM Snapshot Deduplication Metadata in Cloud Storage

Authors(1) :-G. Poornima

Cloud computing enables hardware and software resources to be accessed over the Internet. IaaS is one of the cloud services which offers computing power on demand by providing virtual machines to the consumers. As the number of users increase, IaaS cloud generates more number of VM images and snapshots. Hence, it is necessary to optimally utilize the storage space of IaaS to improve the performance. A well-known deduplication technique is used for efficient utilization of storage space. Since, the metadata generated is huge with the deduplication technique, it can only be maintained in the hard disk. Hence, prefetching a suitable subset of metadata is essential to improve I/O throughput. Thus, the objective of this paper is to compare the effectiveness of the similarity and locality indexing mechanisms with a common set of performance metrics to suggest a better indexing mechanism for IaaS cloud.

Authors and Affiliations

G. Poornima
Assistant Professor, Department Of. ECE, SCSVMV, Kanchipuram, Tamil Nadu, India

Cloud storage, Deduplication, Storage optimization, Prefetching, Indexing mechanisms

  1. J. Wang, Z. Zhao, Z. Xu, H. Zhang, L. Li and Y. Guo, I-sieve: An inline high performance deduplication system used in cloud storage, In Proceedings of IEEE International Symposium on Tsinghua Science and Technology, 2015, pp.17-27.
  2. C. H. Ng, M. Ma, T. Y. Wong, P. P. Lee and J. Lui, Live deduplication storage of virtual machine images in an open-source cloud, In Proceedings of 12th International Middleware Conference, International Federation for Information Processing, 2011, pp. 80-99.
  3. D. Bhagwat, K. Eshghi, D. D. Long and M. Lillibridge, Extreme binning: Scalable, parallel deduplication for chunk-based file backup, In Proceedings of Modeling, Analysis and Simulation of Computer and Telecommunication Systems, IEEE, 2009, pp. 1-9.
  4. B. Zhu, K. Li and R. H. Patterson, Avoiding the Disk Bottleneck in the Data Domain Deduplication File System, In Proceedings of File And Storage Technologies, 2008, Vol. 8, pp. 1-14.
  5. K. R. Jayaram, C. Peng, Z. Zhang, M. Kim, H. Chen and H. Lei, An empirical analysis of similarity in virtual machine images, In Proceedings of Middleware Industry Track Workshop, 2011, pp.1-6.
  6. K. Jin and E. L. Miller, The effectiveness of deduplication on virtual machine disk images, In Proceedings of Israeli Experimental Systems Conference, 2009, pp.1-7.
  7. J. Xu, W. Zhang, S. Ye, J. Wei, and T. Huang, A lightweight virtual machine image deduplication backup approach in cloud environment in proceedings of Computer Software and Applications Conference (COMPSAC), IEEE,2014, pp. 503-508.
  8. W. Zhang, H. Tang, H. Jiang, T. Yang, X. Li, and Y. Zeng, Multi-level selective deduplication for vm snapshots in cloud storage in proceedings of Cloud Computing (CLOUD), 2012, pp. 550-557.
  9. T. T. Thwel and N. L. Thein, An efficient indexing mechanism for data deduplication in proceedings of Current Trends in Information Technology (CTIT) International Conference, 2009, pp. 1-5.
  10. Zhao, X., Zhang, Y., Wu, Y., Chen, K., Jiang, J. and Li, K., Liquid: A scalable deduplication file system for virtual machine images. Parallel and Distributed Systems, 2014, pp.1257-1266.
  11. Zhang, W., Agun, D., Yang, T., Wolski, R. and Tang, H., VM-centric snapshot deduplication for cloud data backup in proceedings of Mass Storage Systems and Technologies, 2015, pp. 1-12.
  12. Campello, D., Crespo, C., Verma, A., Rangaswami, R. and Jayachandran, P., Coriolis: Scalable VM Clustering in Clouds in proceedings of ICAC, 2013, pp. 101-105.
  13. Debnath, B.K., Sengupta, S. and Li, J., ChunkStash: Speeding Up Inline Storage Deduplication Using Flash Memory in proceedings of USENIX annual technical conference, 2010.
  14. http://www.trendsigma.net/vmware/
  15. http://www.rightscale.com/blog/cloud-industry-insights/iaas-vs-paas-2015-cloud-trends-state-cloud-survey

Publication Details

Published in : Volume 5 | Issue 1 | March-April 2018
Date of Publication : 2018-03-23
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 24-31
Manuscript Number : IJSRSET511806
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

G. Poornima, " Analysis Prefetching Mechanism for VM Snapshot Deduplication Metadata in Cloud Storage, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 5, Issue 1, pp.24-31, March-April-2018.
Journal URL : http://ijsrset.com/IJSRSET511806

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