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Modern Big Data Architectures: A Multi-Agent Systems Perspective, Ryzko Dominik


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Автор: Ryzko Dominik
Название:  Modern Big Data Architectures: A Multi-Agent Systems Perspective
ISBN: 9781119597841
Издательство: Wiley
Классификация:

ISBN-10: 1119597846
Обложка/Формат: Hardcover
Страницы: 208
Вес: 0.67 кг.
Дата издания: 09.06.2020
Серия: Computing & IT
Язык: English
Размер: 161 x 235 x 24
Читательская аудитория: Professional & vocational
Ключевые слова: Artificial intelligence
Подзаголовок: A multi-agent systems perspective
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: Provides an up-to-date analysis of big data and multi-agent systems The term Big Data refers to the cases, where data sets are too large or too complex for traditional data-processing software. With the spread of new concepts such as Edge Computing or the Internet of Things, production, processing and consumption of this data becomes more and more distributed. As a result, applications increasingly require multiple agents that can work together.

A multi-agent system (MAS) is a self-organized computer system that comprises multiple intelligent agents interacting to solve problems that are beyond the capacities of individual agents. Modern Big Data Architectures examines modern concepts and architecture for Big Data processing and analytics. This unique, up-to-date volume provides joint analysis of big data and multi-agent systems, with emphasis on distributed, intelligent processing of very large data sets.

Each chapter contains practical examples and detailed solutions suitable for a wide variety of applications. The author, an internationally-recognized expert in Big Data and distributed Artificial Intelligence, demonstrates how base concepts such as agent, actor, and micro-service have reached a point of convergence--enabling next generation systems to be built by incorporating the best aspects of the field. This book: Illustrates how data sets are produced and how they can be utilized in various areas of industry and scienceExplains how to apply common computational models and state-of-the-art architectures to process Big Data tasksDiscusses current and emerging Big Data applications of Artificial Intelligence Modern Big Data Architectures: A Multi-Agent Systems Perspective is a timely and important resource for data science professionals and students involved in Big Data analytics, and machine and artificial learning.




Analysis, Architectures and Modelling of Embedded Systems

Автор: Achim Rettberg; Mauro C. Zanella; Michael Amann; M
Название: Analysis, Architectures and Modelling of Embedded Systems
ISBN: 3642260195 ISBN-13(EAN): 9783642260193
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book presents the technical program of the International Embedded Systems Symposium (IESS) 2009. Embedded systems meet their performance goals, including real-time constraints, through a combination of special-purpose hardware and software components tailored to the system requirements.

Hybrid Architectures for Intelligent Systems

Автор: Kandel
Название: Hybrid Architectures for Intelligent Systems
ISBN: 0849342295 ISBN-13(EAN): 9780849342295
Издательство: Taylor&Francis
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Цена: 38280.00 р.
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Описание: Hybrid architecture for intelligent systems is a new field of artificial intelligence concerned with the development of the next generation of intelligent systems

Big Data Analytics: A Management Perspective

Автор: Corea
Название: Big Data Analytics: A Management Perspective
ISBN: 3319389912 ISBN-13(EAN): 9783319389912
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This book is about innovation, big data, and data science seen from a business perspective. Big data is a buzzword nowadays, and there is a growing necessity within practitioners to understand better the phenomenon, starting from a clear stated definition. This book aims to be a starting reading for executives who want (and need) to keep the pace with the technological breakthrough introduced by new analytical techniques and piles of data. Common myths about big data will be explained, and a series of different strategic approaches will be provided. By browsing the book, it will be possible to learn how to implement a big data strategy and how to use a maturity framework to monitor the progress of the data science team, as well as how to move forward from one stage to the next. Crucial challenges related to big data will be discussed, where some of them are more general - such as ethics, privacy, and ownership – while others concern more specific business situations (e.g., initial public offering, growth strategies, etc.). The important matter of selecting the right skills and people for an effective team will be extensively explained, and practical ways to recognize them and understanding their personalities will be provided. Finally, few relevant technological future trends will be acknowledged (i.e., IoT, Artificial intelligence, blockchain, etc.), especially for their close relation with the increasing amount of data and our ability to analyse them faster and more effectively.

A Perspective on Agent Systems

Автор: Krzysztof Cetnarowicz
Название: A Perspective on Agent Systems
ISBN: 3319344889 ISBN-13(EAN): 9783319344881
Издательство: Springer
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Цена: 13059.00 р.
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Описание: This monograph presents the concept of agents and agent systems. In order to form the principles of construction of autonomous agents, a model of the agent is introduced. Descriptions of different examples of applications of agent systems in such fields as evolution systems, mobile robot systems, artificial intelligence systems are given.

A Perspective on Agent Systems

Автор: Krzysztof Cetnarowicz
Название: A Perspective on Agent Systems
ISBN: 3319131966 ISBN-13(EAN): 9783319131962
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This monograph presents the concept of agents and agent systems. In order to form the principles of construction of autonomous agents, a model of the agent is introduced. Descriptions of different examples of applications of agent systems in such fields as evolution systems, mobile robot systems, artificial intelligence systems are given.

Green IT Engineering: Concepts, Models, Complex Systems Architectures

Автор: Kharchenko
Название: Green IT Engineering: Concepts, Models, Complex Systems Architectures
ISBN: 3319441612 ISBN-13(EAN): 9783319441610
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This volume provides a comprehensive state of the art overview of a series of advanced trends and concepts that have recently been proposed in the area of green information technologies engineering as well as of design and development methodologies for models and complex systems architectures and their intelligent components. The contributions included in the volume have their roots in the authors’ presentations, and vivid discussions that have followed the presentations, at a series of workshop and seminars held within the international TEMPUS-project GreenCo project in United Kingdom, Italy, Portugal, Sweden and the Ukraine, during 2013-2015 and at the 1st - 5th Workshops on Green and Safe Computing (GreenSCom) held in Russia, Slovakia and the Ukraine. The book presents a systematic exposition of research on principles, models, components and complex systems and a description of industry- and society-oriented aspects of the green IT engineering. A chapter-oriented structure has been adopted for this book following a “vertical view” of the green IT, from hardware (CPU and FPGA) and software components to complex industrial systems. The 15 chapters of the book are grouped into five sections: (1) Methodology and Principles of Green IT Engineering for Complex Systems, (2) Green Components and Programmable Systems, (3) Green Internet Computing, Cloud and Communication Systems, (4) Modeling and Assessment of Green Computer Systems and Infrastructures, and (5) Gree

Analysis, Architectures and Modelling of Embedded Systems

Автор: Achim Rettberg; Mauro C. Zanella; Michael Amann; M
Название: Analysis, Architectures and Modelling of Embedded Systems
ISBN: 364204283X ISBN-13(EAN): 9783642042836
Издательство: Springer
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Цена: 17043.00 р.
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Описание: This book presents the technical program of the International Embedded Systems Symposium (IESS) 2009. Embedded systems meet their performance goals, including real-time constraints, through a combination of special-purpose hardware and software components tailored to the system requirements.

New Systems and Architectures for Automatic Speech Recognition and Synthesis

Автор: Renato DeMori; Ching Y. Suen
Название: New Systems and Architectures for Automatic Speech Recognition and Synthesis
ISBN: 3642824498 ISBN-13(EAN): 9783642824494
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Proceedings of the NATO Advanced Study Institute on New Systems and Architecture for Automatic Speech Recognition and Synthesis, held at Bonas, Gers, France, 2-14 July 1984

Technology of Object-Oriented Languages, Systems and Architectures

Автор: Theo D`Hondt
Название: Technology of Object-Oriented Languages, Systems and Architectures
ISBN: 1461350646 ISBN-13(EAN): 9781461350644
Издательство: Springer
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Цена: 13974.00 р.
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Interactive Granular Computations in Networks and Systems Engineering: A Practical Perspective

Автор: Andrzej Jankowski
Название: Interactive Granular Computations in Networks and Systems Engineering: A Practical Perspective
ISBN: 3319576267 ISBN-13(EAN): 9783319576268
Издательство: Springer
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Цена: 30745.00 р.
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Описание:

The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses significant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scientific domains worldwide, along with features characteristic of the author's approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with Professor Andrzej Skowron.

Based on the empirical findings from these projects, the author explores the following areas:
(a) understanding the causes of the theory and practice gap problem (TPGP) in complex systems engineering (CSE);

(b) generalizing computing models of complex adaptive systems (CAS) (in particular, natural computing models) by constructing an interactive granular computing (IGrC) model of networks of interrelated interacting complex granules (c-granules), belonging to a single agent and/or to a group of agents;

(c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP.

The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC model refers to the key mechanisms used to control the processes related to the implementation of CSE projects.

One of the main aims was to develop a mechanism of IGrC control over computations that model a project's implementation processes to maximize the chances of its success, while at the same time minimizing the emerging risks. In this regard, the IGrC control is usually performed by means of properly selected and enforced (among project participants) project principles. These principles constitute examples of c-granules, expressed by complex vague concepts (represented by c-granules too). The c-granules evolve with time (in particular, the meaning of the concepts is also subject of change). This methodology is illustrated using project principles applied by the author during the implementation of the POLTAX, AlgoTradix, Merix, and Excavio projects outlined in the book.

Intelligent Agents IV: Agent Theories, Architectures, and Languages

Автор: Munindar P. Singh; Anand Rao; Michael J. Wooldridg
Название: Intelligent Agents IV: Agent Theories, Architectures, and Languages
ISBN: 3540641629 ISBN-13(EAN): 9783540641629
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This carefully edited book constitutes the strictly refereed post-workshop proceedings of the 4th International Workshop on Agent Theories, Architectures, and Languages, ATAL`97, held in Providence, Rhode Island, USA, in July 1997. The 25 revised full papers presented were selected from a total of 76 submissions.

Intelligent Agents III. Agent Theories, Architectures, and Languages

Автор: J?rg M?ller; Michael J. Wooldridge; Nicholas R. Je
Название: Intelligent Agents III. Agent Theories, Architectures, and Languages
ISBN: 3540625070 ISBN-13(EAN): 9783540625070
Издательство: Springer
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Цена: 12157.00 р.
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Описание: Part of a series of three books on Intelligent Agents.


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