Reliability Assurance of Big Data in the Cloud

Written By Yun Yang
Reliability Assurance of Big Data in the Cloud
  • Publsiher : Morgan Kaufmann
  • Release : 09 December 2014
  • ISBN : 0128026685
  • Pages : 106 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Reliability Assurance of Big Data in the Cloud written by Yun Yang which was release on 09 December 2014, this book published by Morgan Kaufmann. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Reliability Assurance of Big Data in the Cloud

Reliability Assurance of Big Data in the Cloud
  • Author : Yun Yang,Wenhao Li,Dong Yuan
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-12-09
  • Total pages : 106
  • ISBN : 0128026685
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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 ...

Reliability Assurance of Big Data in the Cloud

Reliability Assurance of Big Data in the Cloud
  • Author : Yun Yang,Wenhao Li,Dong Yuan
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-12-10
  • Total pages : 106
  • ISBN : 0128026685
GET BOOK

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 ...

Software Architecture for Big Data and the Cloud

Software Architecture for Big Data and the Cloud
  • Author : Ivan Mistrik,Rami Bahsoon,Nour Ali,Maritta Heisel,Bruce Maxim
  • Publisher : Morgan Kaufmann
  • Release Date : 2017-06-12
  • Total pages : 470
  • ISBN : 0128026685
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Summary : Software Architecture for Big Data and the Cloud is designed to be a single resource that brings together research on how software architectures can solve the challenges imposed by building big data software systems. The challenges of big data on the software architecture can relate to scale, security, integrity, performance, ...

Guide to Reliable Distributed Systems

Guide to Reliable Distributed Systems
  • Author : Kenneth P Birman
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-01-14
  • Total pages : 730
  • ISBN : 0128026685
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Summary : This book describes the key concepts, principles and implementation options for creating high-assurance cloud computing solutions. The guide starts with a broad technical overview and basic introduction to cloud computing, looking at the overall architecture of the cloud, client systems, the modern Internet and cloud computing data centers. It then ...

Assured Cloud Computing

Assured Cloud Computing
  • Author : Roy H. Campbell,Charles A. Kamhoua,Kevin A. Kwiat
  • Publisher : John Wiley & Sons
  • Release Date : 2018-10-02
  • Total pages : 368
  • ISBN : 0128026685
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Summary : Explores key challenges and solutions to assured cloud computing today and provides a provocative look at the face of cloud computing tomorrow This book offers readers a comprehensive suite of solutions for resolving many of the key challenges to achieving high levels of assurance in cloud computing. The distillation of ...

Cloud Computing Applications for Quality Health Care Delivery

Cloud Computing Applications for Quality Health Care Delivery
  • Author : Moumtzoglou, Anastasius
  • Publisher : IGI Global
  • Release Date : 2014-06-30
  • Total pages : 342
  • ISBN : 0128026685
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Summary : Software applications once held on local computers and servers are beginning to shift to the public Internet sphere, and private health information is no exception. The likelihood of placing once restricted and private health records “in the cloud” is increasing. Cloud Computing Applications for Quality Health Care Delivery focuses on ...

Cloud Computing Design Patterns

Cloud Computing Design Patterns
  • Author : Thomas Erl,Robert Cope,Amin Naserpour
  • Publisher : Prentice Hall
  • Release Date : 2015-05-23
  • Total pages : 592
  • ISBN : 0128026685
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Summary : “This book continues the very high standard we have come to expect from ServiceTech Press. The book provides well-explained vendor-agnostic patterns to the challenges of providing or using cloud solutions from PaaS to SaaS. The book is not only a great patterns reference, but also worth reading from cover to ...

Remote Sensing of Clouds and the Atmosphere XI

Remote Sensing of Clouds and the Atmosphere XI
  • Author : James Robert Slusser,Klaus Schäfer,Adolfo Comerón
  • Publisher : Society of Photo Optical
  • Release Date : 2006
  • Total pages : 648
  • ISBN : 0128026685
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Summary : Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references ...

Essentials of Nursing Informatics 6th Edition

Essentials of Nursing Informatics  6th Edition
  • Author : Virginia K. Saba,Kathleen A. McCormick
  • Publisher : McGraw Hill Professional
  • Release Date : 2015-02-22
  • Total pages : 886
  • ISBN : 0128026685
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Summary : Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Discover how technology can improve patient care -- and enhance every aspect of a nurse’s job performance, education, and career A Doody's ...

Resource Management Framework for Volunteer Cloud Computing

Resource Management Framework for Volunteer Cloud Computing
  • Author : Tessema M. Mengistu
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 344
  • ISBN : 0128026685
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Summary : The need for high computing resources is on the rise, despite the exponential increase of the computing capacity of workstations, the proliferation of mobile devices, and the omnipresence of data centers with massive server farms that housed tens (if not hundreds) of thousands of powerful servers. This is mainly due ...

Decision Analytics Applications in Industry

Decision Analytics Applications in Industry
  • Author : P. K. Kapur,Gurinder Singh,Yury S. Klochkov,Uday Kumar
  • Publisher : Springer Nature
  • Release Date : 2020-05-27
  • Total pages : 555
  • ISBN : 0128026685
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Summary : This book presents a range of qualitative and quantitative analyses in areas such as cybersecurity, sustainability, multivariate analysis, customer satisfaction, parametric programming, software reliability growth modeling, and blockchain technology, to name but a few. It also highlights integrated methods and practices in the areas of machine learning and genetic algorithms. ...

Information Innovation Technology in Smart Cities

Information Innovation Technology in Smart Cities
  • Author : Leila Ismail,Liren Zhang
  • Publisher : Springer
  • Release Date : 2017-11-28
  • Total pages : 356
  • ISBN : 0128026685
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Summary : This book describes Smart Cities and the information technologies that will provide better living conditions in the cities of tomorrow. It brings together research findings from 27 countries across the globe, from academia, industry and government. It addresses a number of crucial topics in state of the arts of technologies and ...

Intelligent Software Methodologies Tools and Techniques

Intelligent Software Methodologies  Tools and Techniques
  • Author : Hamido Fujita,Guido Guizzi
  • Publisher : Springer
  • Release Date : 2015-08-31
  • Total pages : 636
  • ISBN : 0128026685
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Summary : This book constitutes the best papers selection from the proceedings of the 14th International Conference on Intelligent Software Methodologies, Tools and Techniques, SoMeT 2015, held in Naples, Italy, in September 2015. The 47 full papers presented together with one short paper were carefully reviewed and selected from 118 submissions. The papers are organized in ...

Green Pervasive and Cloud Computing

Green  Pervasive  and Cloud Computing
  • Author : Man Ho Allen Au,Arcangelo Castiglione,Kim-Kwang Raymond Choo,Francesco Palmieri,Kuan-Ching Li
  • Publisher : Springer
  • Release Date : 2017-05-06
  • Total pages : 815
  • ISBN : 0128026685
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Summary : This book constitutes the proceedings of the 12th International Conference on Green, Pervasive, and Cloud Computing, GPC 2017, held in Cetara, Italy, in May 2017 and the following colocated workshops: First International Workshop on Digital Knowledge Ecosystems 2017; and First Workshop on Cloud Security Modeling, Monitoring and Management, CS3M 2017. The 58 full papers ...

Site Reliability Engineering

Site Reliability Engineering
  • Author : Betsy Beyer,Chris Jones,Jennifer Petoff,Niall Richard Murphy
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2016-03-23
  • Total pages : 552
  • ISBN : 0128026685
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Summary : The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s ...