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...
Gespeichert in:
Hauptverfasser: | , , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Amsterdam
Morgan Kaufmann
[2014]
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Schlagworte: | |
Online-Zugang: | FLA01 URL des Erstveröffentlichers |
Zusammenfassung: | 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 |
Beschreibung: | Includes bibliographical references and index |
Beschreibung: | 1 online resource (107 pages) |
ISBN: | 9780128026687 0128026685 |
Internformat
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520 | |a 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 | ||
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Datensatz im Suchindex
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any_adam_object | |
author | Li, Wenhao Yang, Yun Yuan, Dong |
author_facet | Li, Wenhao Yang, Yun Yuan, Dong |
author_role | aut aut aut |
author_sort | Li, Wenhao |
author_variant | w l wl y y yy d y dy |
building | Verbundindex |
bvnumber | BV046126739 |
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collection | ZDB-33-ESD |
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dewey-full | 004.6782 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 004 - Computer science |
dewey-raw | 004.6782 |
dewey-search | 004.6782 |
dewey-sort | 14.6782 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Electronic eBook |
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id | DE-604.BV046126739 |
illustrated | Not Illustrated |
indexdate | 2024-07-10T08:35:54Z |
institution | BVB |
isbn | 9780128026687 0128026685 |
language | English |
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oclc_num | 898422471 |
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physical | 1 online resource (107 pages) |
psigel | ZDB-33-ESD ZDB-33-ESD FLA_PDA_ESD |
publishDate | 2014 |
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publisher | Morgan Kaufmann |
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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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