Reliability assurance of big data in the cloud: cost-effective replication-based storage
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 s...
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| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam
Morgan Kaufmann
[2014]
|
| Subjects: | |
| Online Access: | FLA01 Volltext |
| Summary: | 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 |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | 1 online resource (107 pages) |
| ISBN: | 9780128026687 0128026685 |
Staff View
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| illustrated | Not Illustrated |
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| spelling | Li, Wenhao Verfasser aut Reliability assurance of big data in the cloud cost-effective replication-based storage by Wenhao Li, Yun Yang, Dong Yuan Amsterdam Morgan Kaufmann [2014] © 2015 1 online resource (107 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index 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 COMPUTERS / Computer Literacy bisacsh COMPUTERS / Computer Science bisacsh COMPUTERS / Data Processing bisacsh COMPUTERS / Hardware / General bisacsh COMPUTERS / Information Technology bisacsh COMPUTERS / Machine Theory bisacsh COMPUTERS / Reference bisacsh Big data fast Cloud computing fast Cloud Computing Cloud computing Big data Zuverlässigkeit (DE-588)4059245-5 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Big Data (DE-588)4802620-7 s Zuverlässigkeit (DE-588)4059245-5 s 1\p DE-604 Yang, Yun aut Yuan, Dong aut Erscheint auch als Druck-Ausgabe 9780128025727 http://www.sciencedirect.com/science/book/9780128025727 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Li, Wenhao Yang, Yun Yuan, Dong Reliability assurance of big data in the cloud cost-effective replication-based storage COMPUTERS / Computer Literacy bisacsh COMPUTERS / Computer Science bisacsh COMPUTERS / Data Processing bisacsh COMPUTERS / Hardware / General bisacsh COMPUTERS / Information Technology bisacsh COMPUTERS / Machine Theory bisacsh COMPUTERS / Reference bisacsh Big data fast Cloud computing fast Cloud Computing Cloud computing Big data Zuverlässigkeit (DE-588)4059245-5 gnd Big Data (DE-588)4802620-7 gnd |
| subject_GND | (DE-588)4059245-5 (DE-588)4802620-7 |
| title | Reliability assurance of big data in the cloud cost-effective replication-based storage |
| title_auth | Reliability assurance of big data in the cloud cost-effective replication-based storage |
| title_exact_search | Reliability assurance of big data in the cloud cost-effective replication-based storage |
| title_full | Reliability assurance of big data in the cloud cost-effective replication-based storage by Wenhao Li, Yun Yang, Dong Yuan |
| title_fullStr | Reliability assurance of big data in the cloud cost-effective replication-based storage by Wenhao Li, Yun Yang, Dong Yuan |
| title_full_unstemmed | Reliability assurance of big data in the cloud cost-effective replication-based storage by Wenhao Li, Yun Yang, Dong Yuan |
| title_short | Reliability assurance of big data in the cloud |
| title_sort | reliability assurance of big data in the cloud cost effective replication based storage |
| title_sub | cost-effective replication-based storage |
| topic | COMPUTERS / Computer Literacy bisacsh COMPUTERS / Computer Science bisacsh COMPUTERS / Data Processing bisacsh COMPUTERS / Hardware / General bisacsh COMPUTERS / Information Technology bisacsh COMPUTERS / Machine Theory bisacsh COMPUTERS / Reference bisacsh Big data fast Cloud computing fast Cloud Computing Cloud computing Big data Zuverlässigkeit (DE-588)4059245-5 gnd Big Data (DE-588)4802620-7 gnd |
| topic_facet | COMPUTERS / Computer Literacy COMPUTERS / Computer Science COMPUTERS / Data Processing COMPUTERS / Hardware / General COMPUTERS / Information Technology COMPUTERS / Machine Theory COMPUTERS / Reference Big data Cloud computing Cloud Computing Zuverlässigkeit Big Data |
| url | http://www.sciencedirect.com/science/book/9780128025727 |
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