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 ...

Cloud Computing Solutions

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  • Author : Souvik Pal,Dac-Nhuong Le,Prasant Kumar Pattnaik
  • Publisher : John Wiley & Sons
  • Release Date : 2022-05-11
  • Total pages : 400
  • ISBN : 0128026685
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Summary : CLOUD COMPUTING SOLUTIONS The main purpose of this book is to include all the cloud-related technologies in a single platform, so that researchers, academicians, postgraduate students, and those in the industry can easily understand the cloud-based ecosystems. This book discusses the evolution of cloud computing through grid computing and cluster ...

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  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2021-04-23
  • Total pages : 2188
  • ISBN : 0128026685
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Summary : With the immense amount of data that is now available online, security concerns have been an issue from the start, and have grown as new technologies are increasingly integrated in data collection, storage, and transmission. Online cyber threats, cyber terrorism, hacking, and other cybercrimes have begun to take advantage of ...

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  • Author : Amin Hosseinian-Far,Muthu Ramachandran,Dilshad Sarwar
  • Publisher : Springer
  • Release Date : 2017-02-13
  • Total pages : 226
  • ISBN : 0128026685
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Summary : This book demonstrates the use of a wide range of strategic engineering concepts, theories and applied case studies to improve the safety, security and sustainability of complex and large-scale engineering and computer systems. It first details the concepts of system design, life cycle, impact assessment and security to show how ...

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  • Author : Shaoliang Peng
  • Publisher : CRC Press
  • Release Date : 2021-09-05
  • Total pages : 200
  • ISBN : 0128026685
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Summary : In recent years, the fast-paced development of social information and networks has led to the explosive growth of data. A variety of big data have emerged, encouraging researchers to make business decisions by analysing this data. However, many challenges remain, especially concerning data security and privacy. Big data security and ...

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  • Publisher : Springer
  • Release Date : 2016-07-19
  • Total pages : 323
  • ISBN : 0128026685
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Summary : This book constitutes the refereed proceedings of the 12th International Conference on Economics of Grids, Clouds, Systems, and Services, GECON 2015, held in Cluj-Napoca, Romania, in September 2015. The 11 revised full papers and 10 paper-in-progress presented were carefully reviewed and selected from 38 submissions. The presentation sessions that have been set up are: resource ...

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  • Author : Mangey Ram,Liudong Xing
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2021-11-22
  • Total pages : 274
  • ISBN : 0128026685
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Summary : Reliability is a fundamental criterium in engineering systems. This book shows innovative concepts and applications of mathematics in solving reliability problems. The contents address in particular the interaction between engineers and mathematicians, as well as the cross-fertilization in the advancement of science and technology. It bridges the gap between theory ...

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  • Author : Anandakumar Haldorai,Arulmurugan Ramu,Sudha Mohanram,Mu-Yen Chen
  • Publisher : Springer Nature
  • Release Date : 2020-09-30
  • Total pages : 504
  • ISBN : 0128026685
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Summary : This proceeding features papers discussing big data innovation for sustainable cognitive computing. The papers feature details on cognitive computing and its self-learning systems that use data mining, pattern recognition and natural language processing (NLP) to mirror the way the human brain works. This international conference focuses on cognitive computing technologies, ...

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  • Author : Kuan-Ching Li,Beniamino Di Martino,Laurence T. Yang,Qingchen Zhang
  • Publisher : CRC Press
  • Release Date : 2019-03-19
  • Total pages : 410
  • ISBN : 0128026685
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Summary : Smart Data: State-of-the-Art Perspectives in Computing and Applications explores smart data computing techniques to provide intelligent decision making and prediction services support for business, science, and engineering. It also examines the latest research trends in fields related to smart data computing and applications, including new computing theories, data mining and ...

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  • Author : Theo Lynn,John G. Mooney,Lisa van der Werff,Grace Fox
  • Publisher : Springer Nature
  • Release Date : 2020-10-13
  • Total pages : 149
  • ISBN : 0128026685
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Summary : This open access book brings together perspectives from multiple disciplines including psychology, law, IS, and computer science on data privacy and trust in the cloud. Cloud technology has fueled rapid, dramatic technological change, enabling a level of connectivity that has never been seen before in human history. However, this brave ...

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  • Author : Muthu Ramachandran,Zaigham Mahmood
  • Publisher : Springer Nature
  • Release Date : 2020-01-01
  • Total pages : 354
  • ISBN : 0128026685
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Summary : This book focuses on the development and implementation of cloud-based, complex software that allows parallelism, fast processing, and real-time connectivity. Software engineering (SE) is the design, development, testing, and implementation of software applications, and this discipline is as well developed as the practice is well established whereas the Cloud Software ...

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  • Publisher : CRC Press
  • Release Date : 2014-06-25
  • Total pages : 636
  • ISBN : 0128026685
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Summary : Large Scale and Big Data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the fundamental challenges associated with Big Data processing t...

Total Manufacturing Assurance

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  • Author : Douglas Brauer,John Cesarone
  • Publisher : CRC Press
  • Release Date : 2022-04-07
  • Total pages : 372
  • ISBN : 0128026685
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Summary : This new edition presents an enhanced perspective for the innovative concept of Total Manufacturing Assurance (TMA) and the holistic means by which such assurance can be attained. In fulfilling this objective, this textbook discusses the management and engineering techniques and tools, required to achieve TMA. Using a holistic approach to ...

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  • Author : Segall, Richard S.,Cook, Jeffrey S.
  • Publisher : IGI Global
  • Release Date : 2018-01-05
  • Total pages : 917
  • ISBN : 0128026685
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Summary : The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and ...

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  • Author : Joanna Kołodziej,Florin Pop,Ciprian Dobre
  • Publisher : Springer
  • Release Date : 2018-01-30
  • Total pages : 155
  • ISBN : 0128026685
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Summary : This book consists of eight chapters, five of which provide a summary of the tutorials and workshops organised as part of the cHiPSet Summer School: High-Performance Modelling and Simulation for Big Data Applications Cost Action on “New Trends in Modelling and Simulation in HPC Systems,” which was held in Bucharest (...