Blockchain For Big Data

Author : Shaoliang Peng
Publisher : CRC Press
Page : 0 pages
File Size : 43,7 Mb
Release : 2023-09-25
Category : Blockchains (Databases).
ISBN : 1032063130

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Blockchain for Big Data by Shaoliang Peng Pdf

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 privacy threats permeate every link of the big data industry chain, such as data production, collection, processing, and sharing, and the causes of risk are complex and interwoven. Blockchain technology has been highly praised and recognised for its decentralised infrastructure, anonymity, security, and other characteristics, and it will change the way we access and share information. In this book, the author demonstrates how blockchain technology can overcome some limitations in big data technology and can promote the development of big data while also helping to overcome security and privacy challenges. The author investigates research into and the application of blockchain technology in the field of big data and assesses the attendant advantages and challenges while discussing the possible future directions of the convergence of blockchain and big data. After mastering concepts and technologies introduced in this work, readers will be able to understand the technical evolution, similarities, and differences between blockchain and big data technology, allowing them to further apply it in their development and research.--Publisher website.

Author : Neeraj Kumar,N. Gayathri,Md Arafatur Rahman,B. Balamurugan
Publisher : CRC Press
Page : 346 pages
File Size : 51,6 Mb
Release : 2020-09-25
Category : Computers
ISBN : 9781000163490

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Blockchain, Big Data and Machine Learning by Neeraj Kumar,N. Gayathri,Md Arafatur Rahman,B. Balamurugan Pdf

Present book covers new paradigms in Blockchain, Big Data and Machine Learning concepts including applications and case studies. It explains dead fusion in realizing the privacy and security of blockchain based data analytic environment. Recent research of security based on big data, blockchain and machine learning has been explained through actual work by practitioners and researchers, including their technical evaluation and comparison with existing technologies. The theoretical background and experimental case studies related to real-time environment are covered as well. Aimed at Senior undergraduate students, researchers and professionals in computer science and engineering and electrical engineering, this book: Converges Blockchain, Big Data and Machine learning in one volume. Connects Blockchain technologies with the data centric applications such Big data and E-Health. Easy to understand examples on how to create your own blockchain supported by case studies of blockchain in different industries. Covers big data analytics examples using R. Includes lllustrative examples in python for blockchain creation.

Author : Hossein Hassani,Xu Huang,Emmanuel Sirimal Silva
Publisher : Springer Nature
Page : 132 pages
File Size : 40,7 Mb
Release : 2019-12-18
Category : Business & Economics
ISBN : 9783030313913

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Fusing Big Data, Blockchain and Cryptocurrency by Hossein Hassani,Xu Huang,Emmanuel Sirimal Silva Pdf

As technology continues to revolutionise today’s economy, Big Data, Blockchain and Cryptocurrency are rapidly transforming themselves into mainstream functions within the financial services industry. This book examines each concept individually, analysing the opportunities and challenges they bring and exploring the potential for future development. The authors further evaluate the fusion of these three important products of the FinTech revolution, illustrating their combined influence on the digital economy. Providing a comprehensive analysis of three innovative technologies, this timely book will appeal to scholars researching innovation in the finance industry and financial services technology more specifically.

Author : Michael G. Solomon
Publisher : John Wiley & Sons
Page : 352 pages
File Size : 47,7 Mb
Release : 2020-10-06
Category : Computers
ISBN : 9781119651772

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Blockchain Data Analytics For Dummies by Michael G. Solomon Pdf

Get ahead of the curve—learn about big data on the blockchain Blockchain came to prominence as the disruptive technology that made cryptocurrencies work. Now, data pros are using blockchain technology for faster real-time analysis, better data security, and more accurate predictions. Blockchain Data Analytics For Dummies is your quick-start guide to harnessing the potential of blockchain. Inside this book, technologists, executives, and data managers will find information and inspiration to adopt blockchain as a big data tool. Blockchain expert Michael G. Solomon shares his insight on what the blockchain is and how this new tech is poised to disrupt data. Set your organization on the cutting edge of analytics, before your competitors get there! Learn how blockchain technologies work and how they can integrate with big data Discover the power and potential of blockchain analytics Establish data models and quickly mine for insights and results Create data visualizations from blockchain analysis Discover how blockchains are disrupting the data world with this exciting title in the trusted For Dummies line!

Author : Innar Liiv
Publisher : Springer Nature
Page : 111 pages
File Size : 40,9 Mb
Release : 2021-06-23
Category : Mathematics
ISBN : 9789811624186

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Data Science Techniques for Cryptocurrency Blockchains by Innar Liiv Pdf

This book brings together two major trends: data science and blockchains. It is one of the first books to systematically cover the analytics aspects of blockchains, with the goal of linking traditional data mining research communities with novel data sources. Data science and big data technologies can be considered cornerstones of the data-driven digital transformation of organizations and society. The concept of blockchain is predicted to enable and spark transformation on par with that associated with the invention of the Internet. Cryptocurrencies are the first successful use case of highly distributed blockchains, like the world wide web was to the Internet. The book takes the reader through basic data exploration topics, proceeding systematically, method by method, through supervised and unsupervised learning approaches and information visualization techniques, all the way to understanding the blockchain data from the network science perspective. Chapters introduce the cryptocurrency blockchain data model and methods to explore it using structured query language, association rules, clustering, classification, visualization, and network science. Each chapter introduces basic concepts, presents examples with real cryptocurrency blockchain data and offers exercises and questions for further discussion. Such an approach intends to serve as a good starting point for undergraduate and graduate students to learn data science topics using cryptocurrency blockchain examples. It is also aimed at researchers and analysts who already possess good analytical and data skills, but who do not yet have the specific knowledge to tackle analytic questions about blockchain transactions. The readers improve their knowledge about the essential data science techniques in order to turn mere transactional information into social, economic, and business insights.

Author : Paul Moon Sub Choi,Seth H. Huang
Publisher : Springer Nature
Page : 306 pages
File Size : 42,8 Mb
Release : 2021-03-08
Category : Technology & Engineering
ISBN : 9789813361379

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Fintech with Artificial Intelligence, Big Data, and Blockchain by Paul Moon Sub Choi,Seth H. Huang Pdf

This book introduces readers to recent advancements in financial technologies. The contents cover some of the state-of-the-art fields in financial technology, practice, and research associated with artificial intelligence, big data, and blockchain—all of which are transforming the nature of how products and services are designed and delivered, making less adaptable institutions fast become obsolete. The book provides the fundamental framework, research insights, and empirical evidence in the efficacy of these new technologies, employing practical and academic approaches to help professionals and academics reach innovative solutions and grow competitive strengths.

Author : Irfan Awan,Salima Benbernou,Muhammad Younas,Markus Aleksy
Publisher : Springer Nature
Page : 182 pages
File Size : 53,5 Mb
Release : 2021-08-07
Category : Technology & Engineering
ISBN : 9783030843373

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The International Conference on Deep Learning, Big Data and Blockchain (Deep-BDB 2021) by Irfan Awan,Salima Benbernou,Muhammad Younas,Markus Aleksy Pdf

The role of deep learning for the analysis and learning of massive amounts of data from all aspects of daily-life has dramatically changed over the last few years. It is increasingly helping uncover trends leading to great successes. This book includes a collection of research manuscripts presenting state-of-the-art work in the areas of deep learning, blockchain and big data. All the manuscripts included in this book have been peer-reviewed based on aspects of novelty, originality and rigour. The main topics covered in the book include machine learning and time series, blockchain technologies and applications, data security, deep learning, and Internet of Things.

Author : El Samad, Mahmoud,Nassreddine, Ghalia,El-Chaarani, Hani,El Nemar, Sam
Publisher : IGI Global
Page : 366 pages
File Size : 50,5 Mb
Release : 2024-01-29
Category : Business & Economics
ISBN : 9798369310472

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Industrial Applications of Big Data, AI, and Blockchain by El Samad, Mahmoud,Nassreddine, Ghalia,El-Chaarani, Hani,El Nemar, Sam Pdf

Blockchain has become the cornerstone of technologies, supported by others including Big Data and Artificial Intelligence (AI). Originating from cryptocurrency, it transcends boundaries, finding resonance in finance, healthcare, e-governance, and beyond. While blockchain relies on a peer-to-peer approach, enabling nodes to collaborate without the shackles of a central authority, appropriate monitoring and updating of these technologies is a constant necessity. This is especially true for healthcare data systems, where data privacy and security concerns, especially with sensitive health information are paramount. Threads of automation in artificial intelligence (AI) weave through sectors such as business, finance, healthcare, marketing, and governance. Industrial Applications of Big Data, AI, and Blockchain delves into the pulsating realms of big data, AI, and blockchain. From natural language processing's eloquent interpretation of human language to the prowess of AI algorithms in predictive tasks, this book explores how AI enhances decision-making accuracy, catalyzing a paradigm shift in diverse industries. This book is ideal for researchers, business visionaries, tech enthusiasts, and curious minds eager to fathom the transformative potential of these technologies.

Author : Raghvendra Kumar,Brojo Kishore Mishra
Publisher : Wiley
Page : 500 pages
File Size : 54,5 Mb
Release : 2022-06-15
Category : Computers
ISBN : 1119750539

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Blockchain Technology and Big Data Analytics by Raghvendra Kumar,Brojo Kishore Mishra Pdf

Author : Kashi R Balachandran
Publisher : World Scientific
Page : 715 pages
File Size : 42,6 Mb
Release : 2020-11-19
Category : Business & Economics
ISBN : 9789811220487

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Information For Efficient Decision Making: Big Data, Blockchain And Relevance by Kashi R Balachandran Pdf

Can there be reliable information that is also relevant to decision making? Information for Efficient Decision Making: Big Data, Blockchain and Relevance focuses on the consolidation of information to facilitate making decisions in firms, in order to make their operations efficient to reduce their costs and consequently, increase their profitability. The advent of blockchain has generated great interest as an alternative to centralized organizations, where the data is gathered through a centralized ledger keeping of activities of the firm. The decentralized ledger keeping is one of the main features of blockchain that has given rise to many issues of technology, development, implementation, privacy, acceptance, evaluation and so on. Blockchain concept is a follow-up to big data environment facilitated by enormous progress in computer hardware, storage capacities and technological prowess. This has resulted in the rapid acquiring of data not considered possible earlier. With shrewd modeling analytics and algorithms, the applications have grown to significant levels. This handbook discusses the progress in data collection, pros and cons of collecting information on decentralized publicly available ledgers and several applications.

Author : Shaoliang Peng
Publisher : CRC Press
Page : 201 pages
File Size : 43,8 Mb
Release : 2021-09-05
Category : Computers
ISBN : 9781000432824

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Blockchain for Big Data by Shaoliang Peng Pdf

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 privacy threats permeate every link of the big data industry chain, such as data production, collection, processing, and sharing, and the causes of risk are complex and interwoven. Blockchain technology has been highly praised and recognised for its decentralised infrastructure, anonymity, security, and other characteristics, and it will change the way we access and share information. In this book, the author demonstrates how blockchain technology can overcome some limitations in big data technology and can promote the development of big data while also helping to overcome security and privacy challenges. The author investigates research into and the application of blockchain technology in the field of big data and assesses the attendant advantages and challenges while discussing the possible future directions of the convergence of blockchain and big data. After mastering concepts and technologies introduced in this work, readers will be able to understand the technical evolution, similarities, and differences between blockchain and big data technology, allowing them to further apply it in their development and research. Author: Shaoliang Peng is the Executive Director and Professor of the College of Computer Science and Electronic Engineering, National Supercomputing Centre of Hunan University, Changsha, China. His research interests are high-performance computing, bioinformatics, big data, AI, and blockchain.

Author : Saini, Hemraj,Rathee, Geetanjali,Saini, Dinesh Kumar
Publisher : IGI Global
Page : 285 pages
File Size : 42,8 Mb
Release : 2020-08-14
Category : Computers
ISBN : 9781799834465

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Large-Scale Data Streaming, Processing, and Blockchain Security by Saini, Hemraj,Rathee, Geetanjali,Saini, Dinesh Kumar Pdf

Data has cemented itself as a building block of daily life. However, surrounding oneself with great quantities of information heightens risks to one’s personal privacy. Additionally, the presence of massive amounts of information prompts researchers into how best to handle and disseminate it. Research is necessary to understand how to cope with the current technological requirements. Large-Scale Data Streaming, Processing, and Blockchain Security is a collection of innovative research that explores the latest methodologies, modeling, and simulations for coping with the generation and management of large-scale data in both scientific and individual applications. Featuring coverage on a wide range of topics including security models, internet of things, and collaborative filtering, this book is ideally designed for entrepreneurs, security analysts, IT consultants, security professionals, programmers, computer technicians, data scientists, technology developers, engineers, researchers, academicians, and students.

Author : Zibin Zheng,Hong-Ning Dai,Jiajing Wu
Publisher : Springer Nature
Page : 170 pages
File Size : 42,7 Mb
Release : 2021-05-31
Category : Computers
ISBN : 9789811601279

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Blockchain Intelligence by Zibin Zheng,Hong-Ning Dai,Jiajing Wu Pdf

This book focuses on using artificial intelligence (AI) to improve blockchain ecosystems. Gathering the latest advances resulting from AI in blockchain data analytics, it also presents big data research on blockchain systems. Despite blockchain's merits of decentralisation, immutability, non-repudiation and traceability, the development of blockchain technology has faced a number of challenges, such as the difficulty of data analytics on encrypted blockchain data, poor scalability, software vulnerabilities, and the scarcity of appropriate incentive mechanisms. Combining AI with blockchain has the potential to overcome the limitations, and machine learning-based approaches may help to analyse blockchain data and to identify misbehaviours in blockchain. In addition, deep reinforcement learning methods can be used to improve the reliability of blockchain systems. This book focuses in the use of AI to improve blockchain systems and promote blockchain intelligence. It describes data extraction, exploration and analytics on representative blockchain systems such as Bitcoin and Ethereum. It also includes data analytics on smart contracts, misbehaviour detection on blockchain data, and market analysis of blockchain-based cryptocurrencies. As such, this book provides researchers and practitioners alike with valuable insights into big data analysis of blockchain data, AI-enabled blockchain systems, and applications driven by blockchain intelligence.

Author : Michael G. Solomon
Publisher : For Dummies
Page : 0 pages
File Size : 49,5 Mb
Release : 2020-10-06
Category : Computers
ISBN : 1119651778

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Blockchain Data Analytics For Dummies by Michael G. Solomon Pdf

Get ahead of the curve—learn about big data on the blockchain Blockchain came to prominence as the disruptive technology that made cryptocurrencies work. Now, data pros are using blockchain technology for faster real-time analysis, better data security, and more accurate predictions. Blockchain Data Analytics For Dummies is your quick-start guide to harnessing the potential of blockchain. Inside this book, technologists, executives, and data managers will find information and inspiration to adopt blockchain as a big data tool. Blockchain expert Michael G. Solomon shares his insight on what the blockchain is and how this new tech is poised to disrupt data. Set your organization on the cutting edge of analytics, before your competitors get there! Learn how blockchain technologies work and how they can integrate with big data Discover the power and potential of blockchain analytics Establish data models and quickly mine for insights and results Create data visualizations from blockchain analysis Discover how blockchains are disrupting the data world with this exciting title in the trusted For Dummies line!

Author : Suyel Namasudra,Ganesh Chandra Deka
Publisher : Springer Nature
Page : 277 pages
File Size : 50,7 Mb
Release : 2020-12-08
Category : Technology & Engineering
ISBN : 9789811595479

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Applications of Blockchain in Healthcare by Suyel Namasudra,Ganesh Chandra Deka Pdf

This book discusses applications of blockchain in healthcare sector. The security of confidential and sensitive data is of utmost importance in healthcare industry. The introduction of blockchain methods in an effective manner will bring secure transactions in a peer-to-peer network. The book also covers gaps of the current available books/literature available for use cases of Distributed Ledger Technology (DLT) in healthcare. The information and applications discussed in the book are immensely helpful for researchers, database professionals, and practitioners. The book also discusses protocols, standards, and government regulations which are very useful for policymakers. /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div /div