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Data Lakes, Anne Laurent, Dominique Laurent, Cédrine Madera


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Автор: Anne Laurent, Dominique Laurent, Cédrine Madera
Название:  Data Lakes
ISBN: 9781786305855
Издательство: Wiley
Классификация:

ISBN-10: 1786305852
Обложка/Формат: Hardcover
Страницы: 244
Вес: 0.67 кг.
Дата издания: 30.06.2020
Серия: Engineering
Язык: English
Размер: 240 x 156 x 19
Читательская аудитория: Professional & vocational
Ключевые слова: Electronics & communications engineering
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: The concept of a data lake is less than 10 years old, but they are already hugely implemented within large companies. Their goal is to efficiently deal with ever-growing volumes of heterogeneous data, while also facing various sophisticated user needs. However, defining and building a data lake is still a challenge, as no consensus has been reached so far. Data Lakes presents recent outcomes and trends in the field of data repositories. The main topics discussed are the data-driven architecture of a data lake; the management of metadata ? supplying key information about the stored data, master data and reference data; the roles of linked data and fog computing in a data lake ecosystem; and how gravity principles apply in the context of data lakes. A variety of case studies are also presented, thus providing the reader with practical examples of data lake management.

Data Management and Analytics for Medicine and Healthcare

Автор: Edmon Begoli; Fusheng Wang; Gang Luo
Название: Data Management and Analytics for Medicine and Healthcare
ISBN: 3319671855 ISBN-13(EAN): 9783319671857
Издательство: Springer
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Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the thoroughly refereed conference proceedings of the Third International Workshop on Data Management and Analytics for Medicine and Healthcare, DMAH 2017, in Munich, Germany, in September 2017, held in conjunction with the 43rd International Conference on Very Large Data Bases, VLDB 2017.

Advances in Data Mining. Applications and Theoretical Aspects

Автор: Petra Perner
Название: Advances in Data Mining. Applications and Theoretical Aspects
ISBN: 3319627007 ISBN-13(EAN): 9783319627007
Издательство: Springer
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Цена: 60550.00 T
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Описание: This book constitutes the refereed proceedings of the 17th Industrial Conference on Advances in Data Mining, ICDM 2017, held in New York, NY, USA, in July 2017.

Conquering Big Data with High Performance Computing

Автор: Arora
Название: Conquering Big Data with High Performance Computing
ISBN: 3319337408 ISBN-13(EAN): 9783319337401
Издательство: Springer
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Цена: 149060.00 T
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Описание:

This book provides an overview of the resources and research projects that are bringing Big Data and High Performance Computing (HPC) on converging tracks. It demystifies Big Data and HPC for the reader by covering the primary resources, middleware, applications, and tools that enable the usage of HPC platforms for Big Data management and processing.
Through interesting use-cases from traditional and non-traditional HPC domains, the book highlights the most critical challenges related to Big Data processing and management, and shows ways to mitigate them using HPC resources. Unlike most books on Big Data, it covers a variety of alternatives to Hadoop, and explains the differences between HPC platforms and Hadoop.
Written by professionals and researchers in a range of departments and fields, this book is designed for anyone studying Big Data and its future directions. Those studying HPC will also find the content valuable.

Optimum Cooling of Data Centers

Название: Optimum Cooling of Data Centers
ISBN: 1461456010 ISBN-13(EAN): 9781461456018
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book describes the use of free air cooling to improve efficiency and cooling of equipment used in telecom infrastructures such as data centers or base stations. Proposes a new free air cooling method that uses prognostics and health management (PHM).

DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition)

Название: DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition)
ISBN: 1634622340 ISBN-13(EAN): 9781634622349
Издательство: Gazelle Book Services
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Цена: 91910.00 T
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Описание:

The Data Management Body of Knowledge (DAMA-DMBOK2) presents a comprehensive view of the challenges, complexities, and value of effective data management.

Today's organizations recognize that managing data is central to their success. They recognize data has value and they want to leverage that value. As our ability and desire to create and exploit data has increased, so too has the need for reliable data management practices.

The second edition of DAMA International's Guide to the Data Management Body of Knowledge updates and augments the highly successful DMBOK1. An accessible, authoritative reference book written by leading thinkers in the field and extensively reviewed by DAMA members, DMBOK2 brings together materials that comprehensively describe the challenges of data management and how to meet them by:

  • Defining a set of guiding principles for data management and describing how these principles can be applied within data management functional areas.
  • Providing a functional framework for the implementation of enterprise data management practices; including widely adopted practices, methods and techniques, functions, roles, deliverables and metrics.
  • Establishing a common vocabulary for data management concepts and serving as the basis for best practices for data management professionals.

DAMA-DMBOK2 provides data management and IT professionals, executives, knowledge workers, educators, and researchers with a framework to manage their data and mature their information infrastructure, based on these principles:

  • Data is an asset with unique properties
  • The value of data can be and should be expressed in economic terms
  • Managing data means managing the quality of data
  • It takes metadata to manage data
  • It takes planning to manage data
  • Data management is cross-functional and requires a range of skills and expertise
  • Data management requires an enterprise perspective
  • Data management must account for a range of perspectives
  • Data management is data lifecycle management
  • Different types of data have different lifecycle requirements
  • Managing data includes managing risks associated with data
  • Data management requirements must drive information technology decisions
  • Effective data management requires leadership commitment

Chapters include:

  • Data Management
  • Data Handling Ethics
  • Data Governance
  • Data Architecture
  • Data Modeling and Design
  • Data Storage and Operations
  • Data Security
  • Data Integration & Interoperability
  • Document and Content Management
  • Reference and Master Data
  • Data Warehousing and Business Intelligence
  • Metadata Management
  • Data Quality Management
  • Big Data and Data Science
  • Data Management Maturity Assessment
  • Data Management Organization and Role Expectations
  • Data Management and Organizational Change Management

Standardization of data management disciplines will help data management professionals perform more effectively and consistently. It will also enable organizational leaders to recognize the value and contributions of data management activities.


OpenMP: Heterogenous Execution and Data Movements

Автор: Christian Terboven; Bronis R. de Supinski; Pablo R
Название: OpenMP: Heterogenous Execution and Data Movements
ISBN: 3319245945 ISBN-13(EAN): 9783319245942
Издательство: Springer
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Цена: 44720.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 11th International Workshop on OpenMP, held in Aachen, Germany, in October 2015. The papers are organized in topical sections on applications, accelerator applications, tools, extensions, compiler and runtime, and energy.

Energy Efficient Data Centers

Автор: Sonja Klingert; Marta Chinnici; Milagros Rey Porto
Название: Energy Efficient Data Centers
ISBN: 331915785X ISBN-13(EAN): 9783319157856
Издательство: Springer
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Цена: 37270.00 T
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on Energy Efficient Data Centers, E2DC 2014, held in Cambridge, UK, in June 2014.

Handbook of Data Intensive Computing

Автор: Borko Furht; Armando Escalante
Название: Handbook of Data Intensive Computing
ISBN: 1489999191 ISBN-13(EAN): 9781489999191
Издательство: Springer
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Цена: 163040.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Data-intensive computing refers to capturing, managing, analyzing, and understanding data at volumes and rates that push the frontiers of current technologies. This volume of expert commentary addresses matters related to both theory and applications.

Internet Video Data Streaming

Автор: Ye Tian; Min Zhao; Xinming Zhang
Название: Internet Video Data Streaming
ISBN: 9811065225 ISBN-13(EAN): 9789811065224
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book investigates the problem of reducing operating cost for a video streaming content delivery network (CDN), including both the CDN`s energy and traffic costs.

Data Mining and Big Data

Автор: Ying Tan; Hideyuki Takagi; Yuhui Shi
Название: Data Mining and Big Data
ISBN: 331961844X ISBN-13(EAN): 9783319618449
Издательство: Springer
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Цена: 74530.00 T
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Описание: This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017. They were organized in topical sections named: association analysis; big data; data analysis; data mining;

Performance Evaluation and Benchmarking. Traditional - Big Data - Internet of Things

Автор: Raghunath Nambiar; Meikel Poess
Название: Performance Evaluation and Benchmarking. Traditional - Big Data - Internet of Things
ISBN: 3319543334 ISBN-13(EAN): 9783319543338
Издательство: Springer
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Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Innovative techniques for evaluation, measurement and characterization of complex systems.- Novel ideas and methodologies in permforance evaluation, measurement, and characterization.

Embedded Systems Design for High-Speed Data Acquisition and Control

Автор: Maurizio Di Paolo Emilio
Название: Embedded Systems Design for High-Speed Data Acquisition and Control
ISBN: 3319068644 ISBN-13(EAN): 9783319068640
Издательство: Springer
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Цена: 104480.00 T
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Описание: This book serves as a practical guide for practicing engineers who need to design embedded systems for high-speed data acquisition and control systems. The discussion of hardware focuses on microcontroller design (ARM microcontrollers and FPGAs), techniques of embedded design, high speed data acquisition (DAQ) and control systems.


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