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Reliability Assurance of Big Data in the Cloud

Reliability Assurance of Big Data in the Cloud
  • Author : Yun Yang
  • Publsiher : Morgan Kaufmann
  • Release : 09 December 2014
  • ISBN : 0128026685
  • Pages : 106 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKReliability Assurance of Big Data in the Cloud

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 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 : 09 December 2014
GET THIS BOOKReliability Assurance of Big Data in the Cloud

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

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Research Anthology on Privatizing and Securing Data

Research Anthology on Privatizing and Securing Data
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release : 23 April 2021
GET THIS BOOKResearch Anthology on Privatizing and Securing Data

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 this information that can be easily accessed if not properly handled. New privacy and security measures have been developed to address this cause for concern and have become an essential

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Reliability and Statistics in Transportation and Communication

Reliability and Statistics in Transportation and Communication
  • Author : Igor Kabashkin,Irina Yatskiv (Jackiva),Olegas Prentkovskis
  • Publisher : Springer
  • Release : 09 March 2019
GET THIS BOOKReliability and Statistics in Transportation and Communication

This book reports on cutting-edge theories and methods for analyzing complex systems, such as transportation and communication networks and discusses multi-disciplinary approaches to dependability problems encountered when dealing with complex systems in practice. The book presents the most noteworthy methods and results discussed at the International Conference on Reliability and Statistics in Transportation and Communication (RelStat), which took place in Riga, Latvia on October 17 – 20, 2018. It spans a broad spectrum of topics, from mathematical models and design methodologies, to software engineering,

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Assured Cloud Computing

Assured Cloud Computing
  • Author : Roy H. Campbell,Charles A. Kamhoua,Kevin A. Kwiat
  • Publisher : John Wiley & Sons
  • Release : 06 August 2018
GET THIS BOOKAssured Cloud Computing

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 critical research findings generated by the Assured Cloud Computing Center of Excellence (ACC-UCoE) of the University of Illinois, Urbana-Champaign, it provides unique insights into the current and future shape of

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Software Engineering in the Era of Cloud Computing

Software Engineering in the Era of Cloud Computing
  • Author : Muthu Ramachandran,Zaigham Mahmood
  • Publisher : Springer Nature
  • Release : 01 January 2020
GET THIS BOOKSoftware Engineering in the Era of Cloud Computing

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 Engineering (CSE) is the design, development, testing, and continuous delivery of service-oriented software systems and applications (Software as a Service Paradigm). However, with the emergence of the highly attractive cloud

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Organizational Auditing and Assurance in the Digital Age

Organizational Auditing and Assurance in the Digital Age
  • Author : Marques, Rui Pedro,Santos, Carlos,Inácio, Helena
  • Publisher : IGI Global
  • Release : 15 February 2019
GET THIS BOOKOrganizational Auditing and Assurance in the Digital Age

Auditing is constantly and quickly changing due to the continuous evolution of information and communication technologies. As the auditing process is forced to adapt to these changes, issues have arisen that lead to a decrease in the auditing effectiveness and efficiency, leading to a greater dissatisfaction among users. More research is needed to provide effective management and mitigation of the risk associated to organizational transactions and to assign a more reliable and accurate character to the execution of business transactions

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Handbook of Research on Cloud Computing and Big Data Applications in IoT

Handbook of Research on Cloud Computing and Big Data Applications in IoT
  • Author : Gupta, B. B.,Agrawal, Dharma P.
  • Publisher : IGI Global
  • Release : 12 April 2019
GET THIS BOOKHandbook of Research on Cloud Computing and Big Data Applications in IoT

Today, cloud computing, big data, and the internet of things (IoT) are becoming indubitable parts of modern information and communication systems. They cover not only information and communication technology but also all types of systems in society including within the realms of business, finance, industry, manufacturing, and management. Therefore, it is critical to remain up-to-date on the latest advancements and applications, as well as current issues and challenges. The Handbook of Research on Cloud Computing and Big Data Applications in

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Handbook of Research on Big Data Storage and Visualization Techniques

Handbook of Research on Big Data Storage and Visualization Techniques
  • Author : Segall, Richard S.,Cook, Jeffrey S.
  • Publisher : IGI Global
  • Release : 05 January 2018
GET THIS BOOKHandbook of Research on Big Data Storage and Visualization Techniques

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 analysts alike as traditional data processing applications struggle to adequately manage big data. The Handbook of Research on Big Data Storage and Visualization Techniques is a critical scholarly resource that

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Economics of Grids, Clouds, Systems, and Services

Economics of Grids, Clouds, Systems, and Services
  • Author : Jörn Altmann,Gheorghe Cosmin Silaghi,Omer F. Rana
  • Publisher : Springer
  • Release : 19 July 2016
GET THIS BOOKEconomics of Grids, Clouds, Systems, and Services

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 allocation, service selection in clouds, energy conservation and smart grids, applications: tools and protocols, community networks and legal and socio-economic aspects.

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Strategic Engineering for Cloud Computing and Big Data Analytics

Strategic Engineering for Cloud Computing and Big Data Analytics
  • Author : Amin Hosseinian-Far,Muthu Ramachandran,Dilshad Sarwar
  • Publisher : Springer
  • Release : 13 February 2017
GET THIS BOOKStrategic Engineering for Cloud Computing and Big Data Analytics

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 these ideas can be brought to bear on the modeling, analysis and design of information systems with a focused view on cloud-computing systems and big data analytics. This informative book

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On the Move to Meaningful Internet Systems: OTM 2013 Conferences

On the Move to Meaningful Internet Systems: OTM 2013 Conferences
  • Author : Robert Meersman,Herve Panetto,Tharam Dillon,Johann Eder,Zohra Bellahsene,Norbert Ritter,Pieter De Leenheer,Deijing Dou
  • Publisher : Springer
  • Release : 20 September 2013
GET THIS BOOKOn the Move to Meaningful Internet Systems: OTM 2013 Conferences

This volume constitutes the refereed proceedings of the confederated international conferences: Cooperative Information Systems (CoopIS 2013), Distributed Objects and Applications (DOA-Trusted Cloud 2013), and Ontologies, Data Bases and Applications of SEmantics (ODBASE 2013) held as part of OTM 2013 in September 2013 in Graz, Austria. The 47 revised full papers presented together with 6 short papers and 5 keynotes were carefully reviewed and selected from a total of 137 submissions. The papers are organized in topical sections on business process management; process modelling; service management; social networking; models and

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Advances in Mobile Cloud Computing and Big Data in the 5G Era

Advances in Mobile Cloud Computing and Big Data in the 5G Era
  • Author : Constandinos X. Mavromoustakis,George Mastorakis,Ciprian Dobre
  • Publisher : Springer
  • Release : 19 November 2016
GET THIS BOOKAdvances in Mobile Cloud Computing and Big Data in the 5G Era

This book reports on the latest advances on the theories, practices, standards and strategies that are related to the modern technology paradigms, the Mobile Cloud computing (MCC) and Big Data, as the pillars and their association with the emerging 5G mobile networks. The book includes 15 rigorously refereed chapters written by leading international researchers, providing the readers with technical and scientific information about various aspects of Big Data and Mobile Cloud Computing, from basic concepts to advanced findings, reporting the state-of-the-art

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Practical Site Reliability Engineering

Practical Site Reliability Engineering
  • Author : Pethuru Raj Chelliah,Shreyash Naithani,Shailender Singh
  • Publisher : Packt Publishing Ltd
  • Release : 30 November 2018
GET THIS BOOKPractical Site Reliability Engineering

Create, deploy, and manage applications at scale using SRE principles Key Features Build and run highly available, scalable, and secure software Explore abstract SRE in a simplified and streamlined way Enhance the reliability of cloud environments through SRE enhancements Book Description Site reliability engineering (SRE) is being touted as the most competent paradigm in establishing and ensuring next-generation high-quality software solutions. This book starts by introducing you to the SRE paradigm and covers the need for highly reliable IT platforms

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Innovative Applications of Big Data in the Railway Industry

Innovative Applications of Big Data in the Railway Industry
  • Author : Kohli, Shruti,Kumar, A.V. Senthil,Easton, John M.,Roberts, Clive
  • Publisher : IGI Global
  • Release : 30 November 2017
GET THIS BOOKInnovative Applications of Big Data in the Railway Industry

Use of big data has proven to be beneficial within many different industries, especially in the field of engineering; however, infiltration of this type of technology into more traditional heavy industries, such as the railways, has been limited. Innovative Applications of Big Data in the Railway Industry is a pivotal reference source for the latest research findings on the utilization of data sets in the railway industry. Featuring extensive coverage on relevant areas such as driver support systems, railway safety

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