Title
Reliability Assurance of Big Data in the Cloud: CostEffective ReplicationBased Storage,Used
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With the rapid growth of Cloud computing, the size of Cloud data is expanding at a dramatic speed. A huge amount of data is generated and processed by Cloud applications, putting a higher demand on cloud storage. While data reliability should already be a requirement, data in the Cloud needs to be stored in a highly costeffective manner. This book focuses on the tradeoff between data storage cost and data reliability assurance for big data in the Cloud. Throughout the whole Cloud data lifecycle, four major features are presented: first, a novel generic data reliability model for describing data reliability in the Cloud; second, a minimum replication calculation approach for meeting a given data reliability requirement to facilitate data creation; third, a novel costeffective data reliability assurance mechanism for big data maintenance, which could dramatically reduce the storage space needed in the Cloud; fourth, a costeffective strategy for facilitating data creation and recovery, which could significantly reduce the energy consumption during data transfer. Captures data reliability with variable disk rates and compares virtual to physical disks Offers methods for reducing cloudbased storage cost and energy consumption Presents a minimum replication benchmark for data reliability requirements to evaluate various replicationbased data storage approaches
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This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.
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