A Frequent Pattern Mining Algorithm in Cloud Computing Environments using Association Rules Mining Algorithm

Conference: Recent Trends in Information Processing, Computing, Electrical and Electronics
Author(s): Avinash Sharma, N.K.Tiwari Year: 2017
Grenze ID: 02.IPCEE.2017.1.38 Page: 320-324

Abstract

Cloud computing is a new concept with a broad definition. Cloud computing is a new network computing\nparadigm based on IP architecture, and its potential lies in new business applications. The computing paradigm that comes\nwith cloud computing has incurred great concerns on the security of data, especially the integrity and confidentiality of data,\nas cloud service providers may have complete control on the computing infrastructure that underpins the services. The main\ntask associated with cloud computing is next generation data center transformation. In this paper we generalized the\nformulation of data mining technique with cloud computing environment and generate the result. In data mining we want to\nfind useful patterns with different methodology. The main issue with data mining techniques is that the space required for the\nitem set and there operations are very huge. If combine data mining techniques with cloud computing environment, then can\nrent the space from the cloud providers on demand. This solution can solve the problem of huge space with better application\nusage in low cost. We can apply data mining techniques without taking any consideration of space.

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IPCEE - 2017