ISSN 2394-5125
 

Research Article 


PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK

Dr.B.Kezia Rani.

Abstract
Association rule data mining provides to integrate large volume of dataset and extract information for making effective
decisions. The extracting useful information is found large number of disjoint dataset with multiple cloud federations.
Cloud federation is a collection of shared data and hosted from multiple cloud user environment. In this case the
organizations are sharing data and adopt changing environments. The privacy preserving is an important factor and
allows the organization to control the cloud environments while accessing the data. In the paper, we use association rule
mining in federated cloud environment using spark model for preserving privacy. In this framework set of user can
allows to access the private dataset and encrypt the dataset for providing privacy. In our proposed model we consider
confidentiality, privacy and integrity major factors. We propose privacy preserving identity access mode with attribute
based access control mechanism in cloud environment. The user can get access from set of policies granted by cloud
environment. The spark model is used for testing the experiments and compares the results with existing methods.

Key words: Cloud Services, Privacy Preserving, Association rule mining, Federations, Spark model


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Dr.B.Kezia Rani
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Dr.B.Kezia Rani. PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. JCR. 2020; 7(16): 3088-3093. doi:10.31838/jcr.07.16.396


Web Style

Dr.B.Kezia Rani. PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. http://www.jcreview.com/?mno=128866 [Access: May 30, 2021]. doi:10.31838/jcr.07.16.396


AMA (American Medical Association) Style

Dr.B.Kezia Rani. PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. JCR. 2020; 7(16): 3088-3093. doi:10.31838/jcr.07.16.396



Vancouver/ICMJE Style

Dr.B.Kezia Rani. PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. JCR. (2020), [cited May 30, 2021]; 7(16): 3088-3093. doi:10.31838/jcr.07.16.396



Harvard Style

Dr.B.Kezia Rani (2020) PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. JCR, 7 (16), 3088-3093. doi:10.31838/jcr.07.16.396



Turabian Style

Dr.B.Kezia Rani. 2020. PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. Journal of Critical Reviews, 7 (16), 3088-3093. doi:10.31838/jcr.07.16.396



Chicago Style

Dr.B.Kezia Rani. "PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK." Journal of Critical Reviews 7 (2020), 3088-3093. doi:10.31838/jcr.07.16.396



MLA (The Modern Language Association) Style

Dr.B.Kezia Rani. "PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK." Journal of Critical Reviews 7.16 (2020), 3088-3093. Print. doi:10.31838/jcr.07.16.396



APA (American Psychological Association) Style

Dr.B.Kezia Rani (2020) PRIVACY PRESERVING ASSOCIATION RULE MINING IN FEDERATED CLOUD ENVIRONMENT USING SPARK. Journal of Critical Reviews, 7 (16), 3088-3093. doi:10.31838/jcr.07.16.396