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Next-Generation Big Data, Butch Quinto


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Цена: 4890.00р.
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Автор: Butch Quinto
Название:  Next-Generation Big Data
ISBN: 9781484231463
Издательство: Springer
Классификация:

ISBN-10: 1484231465
Обложка/Формат: Paperback
Вес: 1.00 кг.
Дата издания: 13.06.2018
Язык: English
Издание: 1st ed.
Иллюстрации: 323 illustrations, color; 3 illustrations, black and white; xviii, 512 p. 326 illus., 323 illus. in color.
Размер: 184 x 259 x 35
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Подзаголовок: A Practical Guide to Apache Kudu, Impala, and Spark
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

Utilize this practical and easy-to-follow guide to modernize traditional enterprise data warehouse and business intelligence environments with next-generation big data technologies.

Next-Generation Big Data takes a holistic approach, covering the most important aspects of modern enterprise big data. The book covers not only the main technology stack but also the next-generation tools and applications used for big data warehousing, data warehouse optimization, real-time and batch data ingestion and processing, real-time data visualization, big data governance, data wrangling, big data cloud deployments, and distributed in-memory big data computing. Finally, the book has an extensive and detailed coverage of big data case studies from Navistar, Cerner, British Telecom, Shopzilla, Thomson Reuters, and Mastercard.

What Youll Learn

  • Install Apache Kudu, Impala, and Spark to modernize enterprise data warehouse and business intelligence environments, complete with real-world, easy-to-follow examples, and practical advice
  • Integrate HBase, Solr, Oracle, SQL Server, MySQL, Flume, Kafka, HDFS, and Amazon S3 with Apache Kudu, Impala, and Spark
  • Use StreamSets, Talend, Pentaho, and CDAP for real-time and batch data ingestion and processing
  • Utilize Trifacta, Alteryx, and Datameer for data wrangling and interactive data processing
  • Turbocharge Spark with Alluxio, a distributed in-memory storage platform
  • Deploy big data in the cloud using Cloudera Director
  • Perform real-time data visualization and time series analysis using Zoomdata, Apache Kudu, Impala, and Spark
  • Understand enterprise big data topics such as big data governance, metadata management, data lineage, impact analysis, and policy enforcement, and how to use Cloudera Navigator to perform common data governance tasks
  • Implement big data use cases such as big data warehousing, data warehouse optimization, Internet of Things, real-time data ingestion and analytics, complex event processing, and scalable predictive modeling
  • Study real-world big data case studies from innovative companies, including Navistar, Cerner, British Telecom, Shopzilla, Thomson Reuters, and Mastercard
Who This Book Is For

Business intelligence and data warehouse professionals who are interested in gaining practical and real-world insight into next-generation big data processing and analytics using Apache Kudu, Impala, and Spark. Experienced big data professionals who would like to learn more about Kudu and other advanced enterprise topics such as real-time data ingestion and complex event processing, Internet of Things, distributed in-memory big data computing, big data cloud deployments, big data governance, metadata management, real-time data visualization, data wrangling, data warehouse optimization and big data warehousing will also benefit from this book.

W


Дополнительное описание: Chapter 1: Next-Generation Big Data.- Chapter 2: Introduction to Kudu.- Chapter 3: Introduction to Impala.- Chapter 4: High Performance Data Analysis with Impala and Kudu.- Chapter 5: Introduction to Spark.- Chapter 6: High-Performance Data Processing wit



Algorithms for Next-Generation Sequencing Data

Автор: Mourad Elloumi
Название: Algorithms for Next-Generation Sequencing Data
ISBN: 3319598244 ISBN-13(EAN): 9783319598246
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The 14 contributed chapters in this book survey the most recent developments in high-performance algorithms for NGS data, offering fundamental insights and technical information specifically on indexing, compression and storage;

Internet of Things and Big Data Technologies for Next Generation Healthcare

Автор: Chintan Bhatt; Nilanjan Dey; Amira S. Ashour
Название: Internet of Things and Big Data Technologies for Next Generation Healthcare
ISBN: 3319497359 ISBN-13(EAN): 9783319497358
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Internet of Things Driven Connected Healthcare.-Internet of Things in HealthcareEnergy Efficient Network Design for IoT Healthcare Applications.-Exploring Formal Strategy Framework for the Security in IoT in e-health using Computational Intelligence.-Vitality of Robotics in Healthcare Industry: An Internet of Things (IoT) Perspective.-Internet of Things Meets Mobile Health Systems in Smart Spaces: An Overview.-Information and Communication Emerging Technology: Making Sense of Healthcare Innovation.-Health Informatics as a Service (HIaaS) for Developing Countries.- Analysis of Power Aware Protocols and Standards for Critical E-Health Applications.-Social Networking and Analytics.-A decision support system in brain tumor detection and localization in nominated areas in MR images.-Detecting Unusual Human Activities Using GPU-enabled Neural Network and Kinect Sensors.

Modeling and Processing for Next-Generation Big-Data Technologies

Автор: Fatos Xhafa; Leonard Barolli; Admir Barolli; Petra
Название: Modeling and Processing for Next-Generation Big-Data Technologies
ISBN: 3319385003 ISBN-13(EAN): 9783319385006
Издательство: Springer
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Цена: 22201.00 р.
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Описание: This book covers the latest advances in Big Data technologies and provides the readers with a comprehensive review of the state-of-the-art in Big Data processing, analysis, analytics, and other related topics.

Optical Switching in Next Generation Data Centers

Автор: Francesco Testa; Lorenzo Pavesi
Название: Optical Switching in Next Generation Data Centers
ISBN: 3319610511 ISBN-13(EAN): 9783319610511
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book introduces the reader to the optical switching technology for its application to data centers. In addition, it takes a picture of the status of the technology and system architecture evolution and of the research in the area of optical switching in data center. The book is organized in four parts: the first part is focused on the system aspects of optical switching in intra-data center networking, the second part is dedicated to describing the recently demonstrated optical switching networks, the third part deals with the latest technologies developed to enable optical switching and, finally, the fourth part of the book outlines the future prospects and trends.

The Next Generation of Information Systems: From Data to Knowledge

Автор: Michael P. Papazoglou; John Zeleznikow
Название: The Next Generation of Information Systems: From Data to Knowledge
ISBN: 3540556168 ISBN-13(EAN): 9783540556169
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This text consists of 17 selected and revised papers on the next generation of information systems, based on papers presented at two workshops, one on integrating artificial intelligence and databases, and the other on intelligent and cooperating information systems.

Internet of Things and Big Data Analytics Toward Next-Generation Intelligence

Автор: Nilanjan Dey; Aboul Ella Hassanien; Chintan Bhatt;
Название: Internet of Things and Big Data Analytics Toward Next-Generation Intelligence
ISBN: 3319604341 ISBN-13(EAN): 9783319604343
Издательство: Springer
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Цена: 30745.00 р.
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Описание:

This book highlights state-of-the-art research on big data and the Internet of Things (IoT), along with related areas to ensure efficient and Internet-compatible IoT systems. It not only discusses big data security and privacy challenges, but also energy-efficient approaches to improving virtual machine placement in cloud computing environments.

Big data and the Internet of Things (IoT) are ultimately two sides of the same coin, yet extracting, analyzing and managing IoT data poses a serious challenge. Accordingly, proper analytics infrastructures/platforms should be used to analyze IoT data. Information technology (IT) allows people to upload, retrieve, store and collect information, which ultimately forms big data. The use of big data analytics has grown tremendously in just the past few years. At the same time, the IoT has entered the public consciousness, sparking people's imaginations as to what a fully connected world can offer.

Further, the book discusses the analysis of real-time big data to derive actionable intelligence in enterprise applications in several domains, such as in industry and agriculture. It explores possible automated solutions in daily life, including structures for smart cities and automated home systems based on IoT technology, as well as health care systems that manage large amounts of data (big data) to improve clinical decisions.

The book addresses the security and privacy of the IoT and big data technologies, while also revealing the impact of IoT technologies on several scenarios in smart cities design. Intended as a comprehensive introduction, it offers in-depth analysis and provides scientists, engineers and professionals the latest techniques, frameworks and strategies used in IoT and big data technologies.

Modeling and Processing for Next-Generation Big-Data Technologies

Автор: Fatos Xhafa; Leonard Barolli; Admir Barolli; Petra
Название: Modeling and Processing for Next-Generation Big-Data Technologies
ISBN: 331909176X ISBN-13(EAN): 9783319091761
Издательство: Springer
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Цена: 26122.00 р.
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Описание: This book covers the latest advances in Big Data technologies and provides the readers with a comprehensive review of the state-of-the-art in Big Data processing, analysis, analytics, and other related topics.

Statistical Analysis of Next Generation Sequencing Data

Название: Statistical Analysis of Next Generation Sequencing Data
ISBN: 3319072110 ISBN-13(EAN): 9783319072111
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Next Generation Sequencing (NGS) is the latest high throughput technology to revolutionize genomic research. NGS generates massive genomic datasets that play a key role in the big data phenomenon that surrounds us today. To extract signals from high-dimensional NGS data and make valid statistical inferences and predictions, novel data analytic and statistical techniques are needed. This book contains 20 chapters written by prominent statisticians working with NGS data. The topics range from basic preprocessing and analysis with NGS data to more complex genomic applications such as copy number variation and isoform expression detection. Research statisticians who want to learn about this growing and exciting area will find this book useful. In addition, many chapters from this book could be included in graduate-level classes in statistical bioinformatics for training future biostatisticians who will be expected to deal with genomic data in basic biomedical research, genomic clinical trials and personalized medicine. About the editors: Somnath Datta is Professor and Vice Chair of Bioinformatics and Biostatistics at the University of Louisville. He is Fellow of the American Statistical Association, Fellow of the Institute of Mathematical Statistics and Elected Member of the International Statistical Institute. He has contributed to numerous research areas in Statistics, Biostatistics and Bioinformatics. Dan Nettleton is Professor and Laurence H. Baker Endowed Chair of Biological Statistics in the Department of Statistics at Iowa State University. He is Fellow of the American Statistical Association and has published research on a variety of topics in statistics, biology and bioinformatics.

Next Generation Data Technologies for Collective Computational Intelligence

Автор: Nik Bessis; Fatos Xhafa
Название: Next Generation Data Technologies for Collective Computational Intelligence
ISBN: 3642267343 ISBN-13(EAN): 9783642267345
Издательство: Springer
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Цена: 41787.00 р.
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Описание: Blending theory with practice, this book brings together a variety of next-generation data technologies used to capture, integrate, analyze, mine, annotate and visualize distributed data in a manner that is meaningful and collaborative for the organization.


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