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Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage Pdf

Download Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage Pdf

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Book Description:

With the speedy progress of Cloud computing, the measurement of Cloud data is growing at a dramatic speed. An unlimited amount of data is generated and processed by Cloud functions, putting a greater demand on cloud storage. Whereas data reliability should already be a requirement, data in the Cloud have to be saved in a extraordinarily worth-environment friendly technique. This book focuses on the commerce-off between data storage worth and data reliability assurance for large data in the Cloud. All via the complete Cloud data lifecycle, four foremost choices are launched: first, a novel generic data reliability model for describing data reliability in the Cloud; second, a minimal replication calculation technique for meeting a given data reliability requirement to facilitate data creation; third, a novel worth-environment friendly data reliability assurance mechanism for large data maintenance, which could dramatically reduce the storage space needed in the Cloud; fourth, a cheap method for facilitating data creation and restoration, which could significantly reduce the energy consumption all through data change.

Captures data reliability with variable disk fees and compares digital to bodily disksOffers methods for reducing cloud-based storage worth and energy consumptionPresents a minimal replication benchmark for data reliability requirements to guage quite a few replication-based data storage approaches




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