Promote Replica Management based on Data Mining Techniques

  • Authors

    • Rafah M. Almuttairi
    • Mahdi S. Almhanna
    • Mohammed Q. Mohammed
    • Saif Q Muhamed
    2018-11-27
    https://doi.org/10.14419/ijet.v7i4.19.28006
  • Replica Selection Technique, Replica Optimization, Data Grids, Cloud Computing, Association Rules.

  • Abstract

    The data grid technique evolved largely in sharing the data in multiple geographical stations across different sites to improve the data access and increases the speed of transmission  data. The performance and the availability of the resources is taken into account, when a total of sites holding a copy of files, there is a considerable benefit in selecting the best set of replica sites to be cooperated for increasing data transfer job. In this paper, new selecrtion strategy is proposed to reduce the total transfer time of required files. Pincer-Search algorithm is used to explore the common characteristics of sites to select uncongested  replica sites.

     

     

  • References

    1. [1] Rafah M. Almuttairi, R. Wankar, A. Negi, C.R. Rao, A. Agrawal, R. Buyya, A two phased service oriented broker for replica selection in data grids (2SOB), Future Generation Computer Systems (2012), doi:10.1016/j.future.2012.09.007.

      [2] Rafah M. Almuttairi , Praveen Ganghishetti, Rajeev Wankar, C. Raghavendra Rao., “Rough Set Based Quality of Service Design for Service Provisioning in Cloudsâ€,In Pro. of 6th International Conference on Rough Sets and Knowledge Technology (RSKT 2011) pp. 268-273, Lecture Notes in Computer Science 6954, Springer, 2011, ISBN 978-3-642-24424-7, October 2011, Canada.

      [3] Rafah M. Almuttairi, R. Wankar, A. Negi, and C. R. Rao., “Replica selection in data grids using preconditioning of decision attributes by k-means clusteringâ€. In Proceedings of the Vaagdevi International Conference on Information Technology for Real World Problems, pages 18-23, Los Alamitos, CA, USA, 2010. IEEE Computer Society.

      [4] Rafah M. Almuttairi; Rajeev Wankar; Atul Negi; Raghavendra Rao Chillarige; Mahdi S. Almahna 2010 “New replica selection technique for binding replica sites in Data Gridsâ€. 1st International Conference on Energy, Power and Control (EPC-IQ) ,Pages: 187 – 194,Year: 2010

      [5] Mahdi S. Almahanna ; “A Dynamic Strategy to Transmit Files in Data Grids DSTF†/ Journal of Babylon University/Pure and Applied Sciences/ No.(2)/ Vol.(25): 2017, DOI:10.1109/NTICT.2017.7976134, http://ieeexplore.ieee.org/abstract/document/7976134/

      [6] Haider J. ABD,Mahdi S. Almahanna, “ Suppression of a Nonlinear Effect for High Data Transmission Rate Systems with a Wavelength Division Multiplier Using WITH A WAVELENGTH DIVISION MUL The Optimization of Fiber Properties.†,UKRAINIAN JOURNAL OF PHYSICS, ISSN 2071-0186. Ukr. J. Phys. 2017. Vol. 62, No. 7. doi: 10.15407/ujpe62.07.0583

      [7] Mahdi S. Almhanna, “Minimizing replica idle timeâ€Annual Conference on New Trends in Information & Communications Technology Applications (NTICT), 2017, Conference Paper · March 2017, DOI: 10.1109/NTICT.2017.7976134

      [8] Dao-I Lin; Z. M. Kedem, Pincer-search: an efficient algorithm for discovering the maximum frequent set , IEEE Transactions on Knowledge and Data Engineering , Year: 2002, Volume: 14, Issue: 3 , Pages: 553 – 566.

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  • How to Cite

    M. Almuttairi, R., S. Almhanna, M., Q. Mohammed, M., & Q Muhamed, S. (2018). Promote Replica Management based on Data Mining Techniques. International Journal of Engineering & Technology, 7(4.19), 838-842. https://doi.org/10.14419/ijet.v7i4.19.28006

    Received date: 2019-02-26

    Accepted date: 2019-02-26

    Published date: 2018-11-27