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:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Saint Louis
Elsevier Science
2014
|
| Schlagworte: | |
| Online-Zugang: | FAW01 |
| 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. Captures data reliability with variable disk rates and compares virtual to physical disksOffers methods for reducing cloud-based storage cost and energy consumptionPresents a minimum replication benchmark for data reliability requirements to evaluate various replication-based data storage approaches |
| Beschreibung: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 online resource (107 pages) |
| ISBN: | 9780128026687 9780128025727 |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Yang, Yun |
| author_facet | Yang, Yun |
| author_role | aut |
| author_sort | Yang, Yun |
| author_variant | y y yy |
| building | Verbundindex |
| bvnumber | BV043615714 |
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| dewey-full | 004.678 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004.678 |
| dewey-search | 004.678 |
| dewey-sort | 14.678 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:30:55Z |
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| isbn | 9780128026687 9780128025727 |
| language | English |
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| spelling | Yang, Yun Verfasser aut Reliability Assurance of Big Data in the Cloud Cost-Effective Replication-Based Storage Saint Louis Elsevier Science 2014 © 2015 1 online resource (107 pages) txt rdacontent c rdamedia cr rdacarrier Description based on publisher supplied metadata and other sources 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 disksOffers methods for reducing cloud-based storage cost and energy consumptionPresents a minimum replication benchmark for data reliability requirements to evaluate various replication-based data storage approaches Big data Cloud computing Big Data (DE-588)4802620-7 gnd rswk-swf Zuverlässigkeit (DE-588)4059245-5 gnd rswk-swf Big Data (DE-588)4802620-7 s Zuverlässigkeit (DE-588)4059245-5 s 1\p DE-604 Li, Wenhao Sonstige oth Yuan, Dong Sonstige oth Erscheint auch als Druck-Ausgabe Yang, Yun Reliability Assurance of Big Data in the Cloud : Cost-Effective Replication-Based Storage 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Yang, Yun Reliability Assurance of Big Data in the Cloud Cost-Effective Replication-Based Storage Big data Cloud computing Big Data (DE-588)4802620-7 gnd Zuverlässigkeit (DE-588)4059245-5 gnd |
| subject_GND | (DE-588)4802620-7 (DE-588)4059245-5 |
| 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 |
| title_fullStr | Reliability Assurance of Big Data in the Cloud Cost-Effective Replication-Based Storage |
| title_full_unstemmed | Reliability Assurance of Big Data in the Cloud Cost-Effective Replication-Based Storage |
| 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 | Big data Cloud computing Big Data (DE-588)4802620-7 gnd Zuverlässigkeit (DE-588)4059245-5 gnd |
| topic_facet | Big data Cloud computing Big Data Zuverlässigkeit |
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