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Volume & Issue no: Volume 6, Issue 1, January - February 2017

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Title:
A Survey on Verification of Outsourced Data Mining Computation
Author Name:
Umesh D Borse, Dr. Lalit V Patil
Abstract:
Abstract Cloud computing is a computing where data is processed using computing resources (e.g. Server). A Client of weak computational power outsourced their data to cloud (e.g. Server) for computation. This introduces Data mining as Service paradigm. Outsourcing data to the server facing a critical problem of verification. Whether the server returned correct and complete computation result to the client. Other issue is related to the security or privacy of outsourced data for computation. Then another issue is related to revenue generation by cloud server. Most of the previous research paper focus on different algorithms associated with frequent itemset mining and data security. Work on result integrity verification is rare as compared to the data security and efficient mining algorithms. This paper focuses on the problem of result verification of outsourced computation of frequent itemset. By generating power set, frequent and infrequent itemset and by creating M tree of a frequent itemset, the result verification of frequent itemset mining computation is done. This paper put forward an idea in the end on verification of outsourced frequent itemset mining computation by analyzing numerous work but different authors in coming Section. The actual study reveals the efficiency and effectiveness of the verification approaches. Keywords: Data mining as a service, Cloud computing, Frequent itemset mining, Result verification.
Cite this article:
Umesh D Borse, Dr. Lalit V Patil , " A Survey on Verification of Outsourced Data Mining Computation" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) , Volume 6, Issue 1, January - February 2017 , pp. 006-010 , ISSN 2278-6856.
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International Journal of Emerging Trends & Technology in Computer Science (IJETTCS)
ISSN 2278-6856
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