{"product_id":"9780128026687","title":"Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage","description":"\u003cp\u003eWith 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 cost-effective manner. This book focuses on the trade-off 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 cost-effective data reliability assurance mechanism for big data maintenance, which could dramatically reduce the storage space needed in the Cloud; fourth, a cost-effective strategy for facilitating data creation and recovery, which could significantly reduce the energy consumption during data transfer.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCaptures data reliability with variable disk rates and compares virtual to physical disks\u003c\/li\u003e\n\u003cli\u003eOffers methods for reducing cloud-based storage cost and energy consumption\u003c\/li\u003e\n\u003cli\u003ePresents a minimum replication benchmark for data reliability requirements to evaluate various replication-based data storage approaches \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47149497483504,"sku":"9780128026687","price":69.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780128026687_p0.jpg?v=1763640763","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780128026687","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}