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首页> 外文期刊>International journal of communication systems >An enhance the data security performance using an optimal cloud network security for big data cloud framework
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An enhance the data security performance using an optimal cloud network security for big data cloud framework

机译：An enhance the data security performance using an optimal cloud network security for big data cloud framework

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摘要

The cloud network framework is available with several benefits relating tocost, data management, elasticity, security and resource provisioning. Thesecapabilities of cloud computing encourage the organizations to move theirresources and services to the cloud network framework. In recent days, theincredible growth in network communication technology has caused a hottopic, big data. The best major provider of cloud-network based big data andcan generate a significant amount of data. Various technically challengingresources and services technique for multiservice based collect real-time data.Here arises the problem of network security as the cloud providers are subjectedto several threats and security attacks. Huge measures of administrationand services that are web based have been given by the cloud computingframework in order to meet the expansion in the increasing demand for therequirements and needs. This is predominantly because of the reason that thenetwork operators possess the required ability to get access to the sensitivedata. Thus, it results with the customers denying to receive the cloud servicesincluding, government and the like. In this paper, the authors focus this issuewith the help of a network cryptographic approach. The network cryptographicapproach thus proposed helps in storing the data effectively in thecloud servers. The proposed algorithm named security based-distributedstorage (SB-DS) approach also helps in reducing the execution time as the dataare being split to be sent to the cloud server. The proposed algorithm is subdividedinto process such as data distribution, data converging and secure dataprocessing. Data distribution algorithm splits the sensitive data from normaldata using fuzzy techniques. Then the secured processing algorithm encryptsthe sensitive data and stored in data packets. Finally convergent algorithmcombines the encrypted data in the cloud storage. This technique stores distributedstorage very secured from malicious threats. The experimental resultsof the proposed algorithm show that the proposed framework has better performanceand higher accuracy. The results also prove that the proposed method is better at protecting the data from the malicious activities and attacksduring the computation in cloud network framework.

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