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

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by Yun Yang & Wenhao Li & Dong Yuan
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Reliability Assurance of Big Data in the Cloud: Cost-Effective Replication-Based Storage by Yun Yang & Wenhao Li & Dong Yuan

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 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.

  • Captures data reliability with variable disk rates and compares virtual to physical disks
  • Offers methods for reducing cloud-based storage cost and energy consumption
  • Presents a minimum replication benchmark for data reliability requirements to evaluate various replication-based data storage approaches

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Ebook Details
Pages: 106
Size: 3.1 MB
Publisher: Morgan Kaufmann
Date published:   2014
ISBN: 2370006353560 (DRM-EPUB)
9780128026687 (DRM-PDF)

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This product is listed in the following categories:

Nonfiction > Computers
Nonfiction > Computers > Data Processing > Parallel Processing
Nonfiction > Computers > Computer Architecture

These authors have products in the following categories:

Nonfiction > Computers > Data Processing > Parallel Processing
Nonfiction > Computers > Computer Architecture
Nonfiction > Computers > Computer Science
Nonfiction > Computers

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