Reliability Assurance of Big Data in the Cloud

Cost-Effective Replication-Based Storage

Nonfiction, Computers, Advanced Computing, Management Information Systems, Database Management, Reference & Language, Reference
Cover of the book Reliability Assurance of Big Data in the Cloud by Yun Yang, Wenhao Li, Dong Yuan, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Yun Yang, Wenhao Li, Dong Yuan ISBN: 9780128026687
Publisher: Elsevier Science Publication: December 9, 2014
Imprint: Morgan Kaufmann Language: English
Author: Yun Yang, Wenhao Li, Dong Yuan
ISBN: 9780128026687
Publisher: Elsevier Science
Publication: December 9, 2014
Imprint: Morgan Kaufmann
Language: English

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
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Elsevier Science

Cover of the book Manual of Engineering Drawing by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Physiotherapy in Mental Health by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Resource Efficient LDPC Decoders by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Wine Science by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book The Alkaloids by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Index by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Forensic Biology by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Capillary Electrochromatography by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Stochastic Local Search by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Horizons in Sustainable Industrial Chemistry and Catalysis by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Effective Prototyping with Excel by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Fatigue Testing and Analysis by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Thermal and Moisture Transport in Fibrous Materials by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Resource Physiology of Conifers by Yun Yang, Wenhao Li, Dong Yuan
Cover of the book Feature Extraction and Image Processing for Computer Vision by Yun Yang, Wenhao Li, Dong Yuan
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy