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Trust but Verify-Outsourced Computation Verification of Frequent Item Set in Cloud

Author(s):

Monika V. Sadawarte , V.I.I.T.,Pune; Ashwini Sutar, V.I.I.T.,Pune; Priyanka Sarkate, V.I.I.T.,Pune; Komal Kalaskar, V.I.I.T.,Pune; Vidya Pokale, V.I.I.T.,Pune

Keywords:

Cloud, Frequent Item Set Mining, Outsourcing Task, Computation Results, Power Set Computation, Tree Formation, Tree Comparison, Verification Report Generation

Abstract

In recent years number of organizations have huge data which is difficult to handle. For that data mining techniques introduced. The examples of these are like Amazon data, ebay etc. that is basket data analytic. The data is computed by data mining techniques. But if there is a huge data for computation then the standalone machine can’t handle with less resources .The task outsourced on the cloud i.e. Data Mining as a Service. But sometimes the cloud has some data privacy issues. Sometimes the service provider wants to improve its revenue by computing with fewer resources and sometimes it is difficult to reject the errors. In this paper, we check the cloud is trustable or not. We outsource the data on the cloud .We create frequent itemset mining. The computation has done on the cloud by using the data mining algorithms. This computation is done both the sides i.e. client and server side. We verify and generate the report i.e. the cloud is trustable or not.

Other Details

Paper ID: IJSRDV5I20636
Published in: Volume : 5, Issue : 2
Publication Date: 01/05/2017
Page(s): 767-771

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