Handbook of Research on Big Data Storage and Visualization Techniques

2018-01-05
Handbook of Research on Big Data Storage and Visualization Techniques

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  • Author: Segall, Richard S.
  • Publisher: IGI Global
  • ISBN: 1522531432
  • Category : Computers
  • Languages : en
  • Pages : 917

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 explores big data analytics and technologies and their role in developing a broad understanding of issues pertaining to the use of big data in multidisciplinary fields. Featuring coverage on a broad range of topics, such as architecture patterns, programing systems, and computational energy, this publication is geared towards professionals, researchers, and students seeking current research and application topics on the subject.

Handbook of Research on Big Data Storage and Visualization Techniques, VOL 2

2018-01-22
Handbook of Research on Big Data Storage and Visualization Techniques, VOL 2

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  • Author: Jeffrey S. Cook
  • Publisher:
  • ISBN: 9781668429242
  • Category :
  • Languages : en
  • Pages : 620

Handbook of Research on Big Data Storage and Visualization Techniques, VOL 1

2018-01-22
Handbook of Research on Big Data Storage and Visualization Techniques, VOL 1

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  • Author: Jeffrey S. Cook
  • Publisher:
  • ISBN: 9781668429235
  • Category :
  • Languages : en
  • Pages : 632

Handbook of Research for Big Data

2022
Handbook of Research for Big Data

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  • Author: Brojo Kishore Mishra
  • Publisher:
  • ISBN: 9781774639283
  • Category : Big data
  • Languages : en
  • Pages :

Data has become a valuable asset like never before. Today the challenge is not a shortage of data but the need for techniques and methods capable enough to be able to glean valuable insights from the fast-flowing mass of Big Data. This new volume, Handbook of Research for Big Data: Concepts and Techniques, helps to meet the challenge of managing and using Big Data by presenting new research on various technological advances in the field. The chapters in the book present information on important applications, concepts, and technologies for Big Data in the present industry and market scenario. It looks at research domain issues and their solutions as well as various research case studies, research plans, methodologies, and related data sets for the four Vs: volume, velocity, variety, and veracity. Chapters discuss Big Data in governance, transportation, disaster management, epidemiology, and more. The book covers design and analysis of reconfigurable computing of SoC for IoT, data mining techniques and applications, the use of natural language processing in big data, and more. The volume is a valuable resource for researchers from both academia and industry to learn about and enhance their knowledge and skills in the broad area of big data computing and applications.

Handbook of Research on Big Data and the IoT

2019-03-29
Handbook of Research on Big Data and the IoT

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  • Author: Kaur, Gurjit
  • Publisher: IGI Global
  • ISBN: 1522574336
  • Category : Computers
  • Languages : en
  • Pages : 568

The increase in connected devices in the internet of things (IoT) is leading to an exponential increase in the data that an organization is required to manage. To successfully utilize IoT in businesses, big data analytics are necessary in order to efficiently sort through the increased data. The combination of big data and IoT can thus enable new monitoring services and powerful processing of sensory data streams. The Handbook of Research on Big Data and the IoT is a pivotal reference source that provides vital research on emerging trends and recent innovative applications of big data and IoT, challenges facing organizations and the implications of these technologies on society, and best practices for their implementation. While highlighting topics such as bootstrapping, data fusion, and graph mining, this publication is ideally designed for IT specialists, managers, policymakers, analysts, software engineers, academicians, and researchers.

Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management: Emerging Research and Opportunities

2020-06-26
Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management: Emerging Research and Opportunities

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  • Author: Swayze, Susan
  • Publisher: IGI Global
  • ISBN: 1799822370
  • Category : Computers
  • Languages : en
  • Pages : 198

The fast-paced world created by the accessibility of consumer information through internet-generated data requires improved information-management platforms. The continuous evaluation and evolution of these systems facilitate enhanced data reference and output. Optimizing Data and New Methods for Efficient Knowledge Discovery and Information Resources Management is a critical research publication that provides insight into the varied and rapidly changing fields of knowledge discovery and information resource management. Highlighting a range of topics such as datamining, artificial intelligence, and risk assessment, this book is essential for librarians, academicians, policymakers, information managers, professionals, and researchers in fields that include artificial intelligence, knowledge discovery, data visualization, big data, and information resources management.

Handbook of Research on Network Forensics and Analysis Techniques

2018-04-06
Handbook of Research on Network Forensics and Analysis Techniques

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  • Author: Shrivastava, Gulshan
  • Publisher: IGI Global
  • ISBN: 1522541012
  • Category : Computers
  • Languages : en
  • Pages : 509

With the rapid advancement in technology, myriad new threats have emerged in online environments. The broad spectrum of these digital risks requires new and innovative methods for protection against cybercrimes. The Handbook of Research on Network Forensics and Analysis Techniques is a current research publication that examines the advancements and growth of forensic research from a relatively obscure tradecraft to an important part of many investigations. Featuring coverage on a broad range of topics including cryptocurrency, hand-based biometrics, and cyberterrorism, this publication is geared toward professionals, computer forensics practitioners, engineers, researchers, and academics seeking relevant research on the development of forensic tools.

Big Data: Concepts, Methodologies, Tools, and Applications

2016-04-20
Big Data: Concepts, Methodologies, Tools, and Applications

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  • Author: Management Association, Information Resources
  • Publisher: IGI Global
  • ISBN: 1466698411
  • Category : Computers
  • Languages : en
  • Pages : 2478

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. Big Data: Concepts, Methodologies, Tools, and Applications is a multi-volume compendium of research-based perspectives and solutions within the realm of large-scale and complex data sets. Taking a multidisciplinary approach, this publication presents exhaustive coverage of crucial topics in the field of big data including diverse applications, storage solutions, analysis techniques, and methods for searching and transferring large data sets, in addition to security issues. Emphasizing essential research in the field of data science, this publication is an ideal reference source for data analysts, IT professionals, researchers, and academics.

Large Scale and Big Data

2014-06-25
Large Scale and Big Data

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  • Author: Sherif Sakr
  • Publisher: CRC Press
  • ISBN: 1466581506
  • Category : Computers
  • Languages : en
  • Pages : 640

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 tools and techniques across a range of computing environments. The book begins by discussing the basic concepts and tools of large-scale Big Data processing and cloud computing. It also provides an overview of different programming models and cloud-based deployment models. The book’s second section examines the usage of advanced Big Data processing techniques in different domains, including semantic web, graph processing, and stream processing. The third section discusses advanced topics of Big Data processing such as consistency management, privacy, and security. Supplying a comprehensive summary from both the research and applied perspectives, the book covers recent research discoveries and applications, making it an ideal reference for a wide range of audiences, including researchers and academics working on databases, data mining, and web scale data processing. After reading this book, you will gain a fundamental understanding of how to use Big Data-processing tools and techniques effectively across application domains. Coverage includes cloud data management architectures, big data analytics visualization, data management, analytics for vast amounts of unstructured data, clustering, classification, link analysis of big data, scalable data mining, and machine learning techniques.

Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

2018-12-07
Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

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  • Author: Öner, Sultan Ceren
  • Publisher: IGI Global
  • ISBN: 1522551387
  • Category : Computers
  • Languages : en
  • Pages : 238

In order to survive an increasingly competitive market, corporations must adopt and employ optimization techniques and big data analytics for more efficient product development and value creation. Understanding the strengths, weaknesses, opportunities, and threats of new techniques and manufacturing processes allows companies to succeed during the rise of Industry 4.0. Optimizing Big Data Management and Industrial Systems With Intelligent Techniques explores optimization techniques, recommendation systems, and manufacturing processes that support the evaluation of cyber-physical systems, end-to-end engineering, and digitalized control systems. Featuring coverage on a broad range of topics such as digital economy, fuzzy logic, and data linkage methods, this book is ideally designed for manufacturers, engineers, professionals, managers, academicians, and students.