• DocumentCode
    604952
  • Title

    Dynamic secure cloud creation for frequent pattern mining and association

  • Author

    Chandel, N. ; Mishra, Shivakant ; Gupta, Neeraj ; Shukla, A.K.

  • Author_Institution
    Dept. of Inf. Technol., Technocrats Inst. of Technol. Bhopal, Allahabad, India
  • fYear
    2013
  • fDate
    1-2 March 2013
  • Firstpage
    356
  • Lastpage
    360
  • Abstract
    The main aim of secure cloud environment for data mining to tackle huge amount of trusted data for mining and association purpose. Handling huge amount of data is better handled by cloud environment. We can handle immense amount of data in cloud environment on pay per basis. In this paper we are rendering a framework which is dynamically created by the user according to the user need and choice. After creating a secure cloud environment we then perform data mining task on cloud environment like association mining, pattern generation and pruning. Finally taking some cloud parameter we will compare the data mining performance and efficiency in secure, non-secure and non cloud environment.
  • Keywords
    cloud computing; data mining; pattern classification; security of data; association mining; cloud environment; data mining; dynamic secure cloud creation; frequent pattern association; frequent pattern mining; pattern generation; pruning; trusted data; Algorithm design and analysis; Cloud computing; Data mining; Distributed databases; Security; Signal processing algorithms; Cloud Computing; Frequent Pattern; Security; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Signal Processing (ISSP), 2013 International Conference on
  • Conference_Location
    Gujarat
  • Print_ISBN
    978-1-4799-0316-0
  • Type

    conf

  • DOI
    10.1109/ISSP.2013.6526934
  • Filename
    6526934