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010 a| 2014953490;

020 a| 9780128025727q| (paperback);

020 a| 0128025727q| (paperback);

035 a| (WaSeSS)ssj0001453798;

042 a| lccopycat;

049 a| EREEa| NEHH;

050 00 a| QA76.585b| .L5 2015;

082 04 a| 004.67822| 23;

100 1 a| Li, Wenhao.=| ^A1319104;

245 10 a| Reliability assurance of big data in the cloudh| [electronic resource] :b| cost-effective replication-based storage /c| by Wenhao Li, Yun Yang, Dong Yuan, Centre for Computing and Engineering Software Systems, School of Software and Electrical Engineering, Swinburne University of Technology Hawthorn, Melbourne, Australia.;

260 a| Amsterdan ;a| Boston :b| Morgan Kaufman is an imprint of Elsevier,c| [2015];

300 a| xii, 92 pages :b| illustrations ;c| 23 cm;

504 a| Includes bibliographical references (pages 83-86) and index.;

505 00 a| Machine generated contents note:g| 1.1.t| Data reliability in the Cloud --g| 1.2.t| Background of Cloud storage --g| 1.2.1.t| Distinctive features of Cloud storage systems --g| 1.2.2.t| Cloud data life cycle --g| 1.3.t| Key issues of research --g| 1.4.t| Book overview --g| 2.1.t| Data reliability assurance in hardware --g| 2.1.1.t| Disk --g| 2.1.2.t| Other storage medias --g| 2.2.t| Data reliability assurance in software --g| 2.2.1.t| Replication for data reliability --g| 2.2.2.t| Erasure coding for data reliability --g| 2.3.t| Data transfer for distributed systems --g| 2.4.t| Summary --g| 3.1.t| Motivating example --g| 3.1.1.t| pulsar searching application process --g| 3.1.2.t| pulsar searching application data flow --g| 3.1.3.t| Storing pulsar searching data in the Cloud --g| 3.2.t| Problem analysis --g| 3.2.1.t| Two major factors of Cloud storage cost --g| 3.2.2.t| Data storage devices and schemes --g| 3.2.3.t| Cloud network and data transfer activities --g| 3.2.4.t| Research issues --g| 3.3.t| Summary --g| 4.1.t| Properties of the data reliability model --g| 4.1.1.t| Reliability metrics --g| 4.1.2.t| Data reliability model type --g| 4.1.3.t| Failure rate pattern of storage devices --g| 4.2.t| Generic data reliability model --g| 4.2.1.t| Data reliability with static disk failure rate --g| 4.2.2.t| Data reliability with variable disk failure rate --g| 4.2.3.t| Generic data reliability model for multi-replicas --g| 4.3.t| Summary --g| 5.1.t| minimum replication calculation approach --g| 5.1.1.t| Minimum replication calculation formulas --g| 5.1.2.t| Optimization of the minimum replication calculation formulas --g| 5.2.t| Minimum replication benchmark --g| 5.3.t| Evaluation of the minimum replication calculation approach --g| 5.4.t| Summary --g| 6.1.t| Proactive replica checking --g| 6.2.t| Overview of PRCR --g| 6.2.1.t| User interface --g| 6.2.2.t| PRCR node --g| 6.3.t| Working process of PRCR --g| 6.4.t| Optimization algorithms in PRCR --g| 6.4.1.t| Minimum replication algorithm --g| 6.4.2.t| Metadata distribution algorithm --g| 6.5.t| Evaluation of PRCR --g| 6.5.1.t| Performance of PRCR --g| 6.5.2.t| Cost-effectiveness of PRCR --g| 6.5.3.t| Summary of the evaluation --g| 6.6.t| Summary --g| 7.1.t| Determining the deadline for data creation and data recovery --g| 7.2.t| Cloud network model --g| 7.2.1.t| Overall network model --g| 7.2.2.t| Pipeline model --g| 7.2.3.t| Pipeline agenda model --g| 7.2.4.t| Overall agenda model --g| 7.3.t| Energy consumption model for Cloud data transfer --g| 7.4.t| Novel cost-effective data transfer strategy LRCDT --g| 7.5.t| Evaluation of LRCDT --g| 7.5.1.t| Parameters of simulation --g| 7.5.2.t| Energy consumption comparison --g| 7.5.3.t| Task completion time comparison --g| 7.6.t| Summary --g| 8.1.t| Summary of this book --g| 8.2.t| Key contributions of this book --g| 8.3.t| Further discussion and future work --g| 8.3.1.t| Further discussions --g| 8.3.2.t| Future work.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Cloud computing.=| ^A1012332;

650 0 a| Big data.=| ^A1157100;

650 7 a| Big data.2| fast0| (OCoLC)fst01892965;

650 7 a| Cloud computing.2| fast0| (OCoLC)fst01745899;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Yang, Yunc| (University lecturer)?| UNAUTHORIZED;

700 1 a| Yuan, Dong.=| ^A1155889;

856 40 z| Full text available from eBook - Computer Science 2015 [EBCCS15]u| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Fbook%2F9780128025727;

856 40 z| Full text available from Ebook Central - Academic Completeu| https://ebookcentral.proquest.com/lib/eastcarolina/detail.action?docID=1888753;

947 a| (OCoLC)ocn903952312;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

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999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5038965-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 3/1/2019x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5038965-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 3/1/2019x| EBOOKz| JERESOURCE;

Reliability assurance of big data in the cloud cost-effective replication-based storage / by Wenhao Li, Yun Yang, Dong Yuan, Centre for Computing and Engineering Software Systems, School of Software and Electrical Engineering, Swinburne University of Technology Hawthorn, Melbourne, Australia.

Author/creator	Li, Wenhao
Other author	Yang, Yun (University lecturer)
Other author	Yuan, Dong.
Format	Electronic
Publication Info	Amsterdan ; Boston : Morgan Kaufman is an imprint of Elsevier, [2015]
Description	xii, 92 pages : illustrations ; 23 cm
Supplemental Content	Full text available from eBook - Computer Science 2015 [EBCCS15]
Supplemental Content	Full text available from Ebook Central - Academic Complete
Subjects	Cloud computing. Big data.

Contents	Machine generated contents note: 1.1. Data reliability in the Cloud -- 1.2. Background of Cloud storage -- 1.2.1. Distinctive features of Cloud storage systems -- 1.2.2. Cloud data life cycle -- 1.3. Key issues of research -- 1.4. Book overview -- 2.1. Data reliability assurance in hardware -- 2.1.1. Disk -- 2.1.2. Other storage medias -- 2.2. Data reliability assurance in software -- 2.2.1. Replication for data reliability -- 2.2.2. Erasure coding for data reliability -- 2.3. Data transfer for distributed systems -- 2.4. Summary -- 3.1. Motivating example -- 3.1.1. pulsar searching application process -- 3.1.2. pulsar searching application data flow -- 3.1.3. Storing pulsar searching data in the Cloud -- 3.2. Problem analysis -- 3.2.1. Two major factors of Cloud storage cost -- 3.2.2. Data storage devices and schemes -- 3.2.3. Cloud network and data transfer activities -- 3.2.4. Research issues -- 3.3. Summary -- 4.1. Properties of the data reliability model -- 4.1.1. Reliability metrics -- 4.1.2. Data reliability model type -- 4.1.3. Failure rate pattern of storage devices -- 4.2. Generic data reliability model -- 4.2.1. Data reliability with static disk failure rate -- 4.2.2. Data reliability with variable disk failure rate -- 4.2.3. Generic data reliability model for multi-replicas -- 4.3. Summary -- 5.1. minimum replication calculation approach -- 5.1.1. Minimum replication calculation formulas -- 5.1.2. Optimization of the minimum replication calculation formulas -- 5.2. Minimum replication benchmark -- 5.3. Evaluation of the minimum replication calculation approach -- 5.4. Summary -- 6.1. Proactive replica checking -- 6.2. Overview of PRCR -- 6.2.1. User interface -- 6.2.2. PRCR node -- 6.3. Working process of PRCR -- 6.4. Optimization algorithms in PRCR -- 6.4.1. Minimum replication algorithm -- 6.4.2. Metadata distribution algorithm -- 6.5. Evaluation of PRCR -- 6.5.1. Performance of PRCR -- 6.5.2. Cost-effectiveness of PRCR -- 6.5.3. Summary of the evaluation -- 6.6. Summary -- 7.1. Determining the deadline for data creation and data recovery -- 7.2. Cloud network model -- 7.2.1. Overall network model -- 7.2.2. Pipeline model -- 7.2.3. Pipeline agenda model -- 7.2.4. Overall agenda model -- 7.3. Energy consumption model for Cloud data transfer -- 7.4. Novel cost-effective data transfer strategy LRCDT -- 7.5. Evaluation of LRCDT -- 7.5.1. Parameters of simulation -- 7.5.2. Energy consumption comparison -- 7.5.3. Task completion time comparison -- 7.6. Summary -- 8.1. Summary of this book -- 8.2. Key contributions of this book -- 8.3. Further discussion and future work -- 8.3.1. Further discussions -- 8.3.2. Future work.
Bibliography note	Includes bibliographical references (pages 83-86) and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2014953490
ISBN	9780128025727 (paperback)
ISBN	0128025727 (paperback)

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Library	Location	Call Number	Status	Item Actions
	Electronic Resources	Online Content Full text available from eBook - Computer Science 2015 [EBCCS15] Full text available from Ebook Central - Academic Complete	✔ Available

Reliability assurance of big data in the cloud cost-effective replication-based storage / by Wenhao Li, Yun Yang, Dong Yuan, Centre for Computing and Engineering Software Systems, School of Software and Electrical Engineering, Swinburne University of Technology Hawthorn, Melbourne, Australia.

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