JAVA Cloud Computing - Data Deduplication Scheme on DBSCAN Tolerable Clustering - ClickMyProject

ClickMyProject منتشر شده در تاریخ 1403/05/15

0 بار بازدید - ماه قبل - Data deduplication is a crucial

Data deduplication is a crucial technique for optimizing storage space and network bandwidth in cloud storage systems. However, conventional data deduplication methods may lead to internal data leakage. To address this concern, this paper proposes a data deduplication scheme that incorporates a clustering mechanism with tolerable clustering deviation (TCD). This scheme employs a clustering algorithm that groups users based on their data access patterns. Instead of instantly reclassifying new users, the scheme tolerates a certain deviation, allowing them to be assigned to existing clusters. This approach minimizes the computational overhead associated with reclassification and enhances the efficiency of the deduplication scheme. The proposed data deduplication scheme considers users as clustering samples and employs a TCD-based clustering algorithm to group them based on their data access patterns. This algorithm allows for a certain degree of error in assigning users to clusters, making it more challenging for attackers to infer the contents of a user's data. By tolerating deviation, the scheme efficiently assigns new users to existing clusters, reducing the overhead associated with frequent reclassification. Experimental results demonstrate that the proposed data deduplication scheme achieves a high deduplication ratio while maintaining low overhead. Moreover, the scheme effectively protects user privacy by reducing the risk of internal data leakage. Including Packages ======================= * Base Paper * Complete Source Code * Complete Documentation * Complete Presentation Slides * Flow Diagram * Database File * Screenshots * Execution Procedure * Readme File * Addons * Video Tutorials * Supporting Softwares Specialization ======================= * 24/7 Support * Ticketing System * Voice Conference * Video On Demand * * Remote Connectivity * * Code Customization ** * Document Customization ** * Live Chat Support * * Toll Free Support * Call Us:+91 967-774-8277, +91 967-775-1577 Shop Now @ clickmyproject.com/ Chat Now @ bit.ly/3rzVhHE Visit Our Channel: bit.ly/3eY0h3M Mail Us: [email protected]

ماه قبل در تاریخ 1403/05/15 منتشر شده است.

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