Developing Networks Using Artificial Intelligence

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Developing Networks Using Artificial Intelligence

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Author : Haipeng Yao
language : en
Publisher: Springer
Release Date : 2019-04-26

Developing Networks Using Artificial Intelligence written by Haipeng Yao and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-26 with Technology & Engineering categories.

This book mainly discusses the most important issues in artificial intelligence-aided future networks, such as applying different ML approaches to investigate solutions to intelligently monitor, control and optimize networking. The authors focus on four scenarios of successfully applying machine learning in network space. It also discusses the main challenge of network traffic intelligent awareness and introduces several machine learning-based traffic awareness algorithms, such as traffic classification, anomaly traffic identification and traffic prediction. The authors introduce some ML approaches like reinforcement learning to deal with network control problem in this book. Traditional works on the control plane largely rely on a manual process in configuring forwarding, which cannot be employed for today's network conditions. To address this issue, several artificial intelligence approaches for self-learning control strategies are introduced. In addition, resource management problems are ubiquitous in the networking field, such as job scheduling, bitrate adaptation in video streaming and virtual machine placement in cloud computing. Compared with the traditional with-box approach, the authors present some ML methods to solve the complexity network resource allocation problems. Finally, semantic comprehension function is introduced to the network to understand the high-level business intent in this book. With Software-Defined Networking (SDN), Network Function Virtualization (NFV), 5th Generation Wireless Systems (5G) development, the global network is undergoing profound restructuring and transformation. However, with the improvement of the flexibility and scalability of the networks, as well as the ever-increasing complexity of networks, makes effective monitoring, overall control, and optimization of the network extremely difficult. Recently, adding intelligence to the control plane through AI&ML become a trend and a direction of network development This book's expected audience includes professors, researchers, scientists, practitioners, engineers, industry managers, and government research workers, who work in the fields of intelligent network. Advanced-level students studying computer science and electrical engineering will also find this book useful as a secondary textbook.

Development Of A Diesel Engine Simulation Tool Using Artificial Neural Networks

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Author : Yongsheng He
language : en
Publisher:
Release Date : 2002

Development Of A Diesel Engine Simulation Tool Using Artificial Neural Networks written by Yongsheng He and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.

Artificial Intelligence In Agriculture

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Author : Alexander J. Udink ten Cate
language : en
Publisher: Pergamon
Release Date : 1995

Artificial Intelligence In Agriculture written by Alexander J. Udink ten Cate and has been published by Pergamon this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

Paperback. The second IFAC/IFIP/Eur Ag Eng workshop on AI in agriculture provided a forum for the presentation of new research, development and applications of AI in agriculture. The workshop brought together leading researchers and practitioners (both academic and industrial) and enabled them to discuss and evaluate new and exciting bridges between AI and its applications in agriculture and domains connected to it (in particular, environmental sciences). This publication contains the papers, covering a wide range of topics, presented at the workshop.

Proposal Development

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Author : Bud Porter-Roth
language : en
Publisher: Oasis Press
Release Date : 1993-03

Proposal Development written by Bud Porter-Roth and has been published by Oasis Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-03 with Business & Economics categories.

A practical guide to the mechanics of putting together a proposal from the preliminary planning through in-house evaluation, printing, and submission, plus the crucial stage of post-proposal follow-up to clinch the deal. Teaches valuable techniques such as avoiding last-minute rush and error, creating illustrations, tables, exhibits, appendices, and boilerplates, and formatting the proposal using traditional methods or desktop publishing.

The Development Of Instrumentation And Artificial Intelligence Software For An Automated Impact Echo Field System

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Author : Donald George Pratt
language : en
Publisher:
Release Date : 1992

The Development Of Instrumentation And Artificial Intelligence Software For An Automated Impact Echo Field System written by Donald George Pratt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.

Artificial Intelligence And Soft Computing

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Author : M. H. Hamza
language : en
Publisher:
Release Date : 1999

Artificial Intelligence And Soft Computing written by M. H. Hamza and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Science categories.

Design And Development Of Expert Systems And Neural Networks

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Author : L. R. Medsker
language : en
Publisher: Prentice Hall
Release Date : 1994

Design And Development Of Expert Systems And Neural Networks written by L. R. Medsker and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

This book gives readers and practitioners the tools they need to develop appropriate applications and systems. It also explores managing and institutionalizing expert system development and usage.

Jprs Report

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Author :
language : en
Publisher:
Release Date : 1989

Jprs Report written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Soviet Union categories.

The Artificial Intelligence Compendium

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Author :
language : en
Publisher: Scientific Datalink
Release Date : 1988

The Artificial Intelligence Compendium written by and has been published by Scientific Datalink this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computers categories.

Readings In Distributed Artificial Intelligence

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Author : Alan H. Bond
language : en
Publisher: Morgan Kaufmann Publishers
Release Date : 1988

Readings In Distributed Artificial Intelligence written by Alan H. Bond and has been published by Morgan Kaufmann Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computers categories.

Readings in Distributed Artificial Intelligence.