Special Issue On Optimal Network Topologies
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Special Issue On Optimal Network Topologies
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Author : Oriol Serra
language : en
Publisher:
Release Date : 2017
Special Issue On Optimal Network Topologies written by Oriol Serra and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.
Optimal Network Topologies
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Author :
language : en
Publisher:
Release Date : 2013
Optimal Network Topologies written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Nbs Special Publication
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Author :
language : en
Publisher:
Release Date : 1973
Nbs Special Publication written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1973 with Weights and measures categories.
Special Issue On Computer Aided Topology Optimization
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Author : G. I. N. Rozvany
language : en
Publisher:
Release Date : 2001
Special Issue On Computer Aided Topology Optimization written by G. I. N. Rozvany and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Structural optimization categories.
Special Publication
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Author :
language : en
Publisher:
Release Date : 1993
Special Publication written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Chemical literature categories.
The Oxford Handbook Of Computational Economics And Finance
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Author : Shu-Heng Chen
language : en
Publisher: Oxford University Press
Release Date : 2018
The Oxford Handbook Of Computational Economics And Finance written by Shu-Heng Chen and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Business & Economics categories.
This is an insightful survey of approaches to computational analysis of economics and finance.
Federated Learning For Wireless Networks
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Author : Choong Seon Hong
language : en
Publisher: Springer Nature
Release Date : 2022-01-01
Federated Learning For Wireless Networks written by Choong Seon Hong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Computers categories.
Recently machine learning schemes have attained significant attention as key enablers for next-generation wireless systems. Currently, wireless systems are mostly using machine learning schemes that are based on centralizing the training and inference processes by migrating the end-devices data to a third party centralized location. However, these schemes lead to end-devices privacy leakage. To address these issues, one can use a distributed machine learning at network edge. In this context, federated learning (FL) is one of most important distributed learning algorithm, allowing devices to train a shared machine learning model while keeping data locally. However, applying FL in wireless networks and optimizing the performance involves a range of research topics. For example, in FL, training machine learning models require communication between wireless devices and edge servers via wireless links. Therefore, wireless impairments such as uncertainties among wireless channel states, interference, and noise significantly affect the performance of FL. On the other hand, federated-reinforcement learning leverages distributed computation power and data to solve complex optimization problems that arise in various use cases, such as interference alignment, resource management, clustering, and network control. Traditionally, FL makes the assumption that edge devices will unconditionally participate in the tasks when invited, which is not practical in reality due to the cost of model training. As such, building incentive mechanisms is indispensable for FL networks. This book provides a comprehensive overview of FL for wireless networks. It is divided into three main parts: The first part briefly discusses the fundamentals of FL for wireless networks, while the second part comprehensively examines the design and analysis of wireless FL, covering resource optimization, incentive mechanism, security and privacy. It also presents several solutions based on optimization theory, graph theory, and game theory to optimize the performance of federated learning in wireless networks. Lastly, the third part describes several applications of FL in wireless networks.
Nature Inspired Informatics For Intelligent Applications And Knowledge Discovery Implications In Business Science And Engineering
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Author : Chiong, Raymond
language : en
Publisher: IGI Global
Release Date : 2009-07-31
Nature Inspired Informatics For Intelligent Applications And Knowledge Discovery Implications In Business Science And Engineering written by Chiong, Raymond and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-31 with Education categories.
Recently, nature has stimulated many successful techniques, algorithms, and computational applications allowing conventionally difficult problems to be solved through novel computing systems. Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, Science, and Engineering provides the latest findings in nature-inspired algorithms and their applications for breakthroughs in a wide range of disciplinary fields. This defining reference collection contains chapters written by leading researchers and well-known academicians within the field, offering readers a valuable and enriched accumulation of knowledge.
Multiwavelength Optical Networks
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Author : Thomas E. Stern
language : en
Publisher: Cambridge University Press
Release Date : 2009
Multiwavelength Optical Networks written by Thomas E. Stern and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.
Second edition of the acclaimed Multiwavelength Optical Networks, describing architectures, enabling technologies, and analytical tools.
Multichannel Optical Networks
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Author : Peng-Jun Wan
language : en
Publisher: Springer Science & Business Media
Release Date : 2000-09-30
Multichannel Optical Networks written by Peng-Jun Wan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-09-30 with Computers categories.
The huge bandwidth of optical fiber was recognized back in the 1970s during the early development of fiber optics technology. For the last two decades, the capacity of experimental and deployed systems has been increasing at a rate of 100-fold each decade - a rate exceeding the increase of integrated circuit speeds. Today, optical communication in the public communication networks has developed from the status of a curiosity into being the dominant technology. Various great challenges arising from the deployment of wavelength division multiplexing (WDM) have attracted much effort from many researchers. Indeed, optical networking has been a fertile ground for both theoretical research and experimental studies. This monograph presents contributions from the author's past and ongoing research in the field of optical networking. The ideas presented focus more on graph-theoretical and algorithmic aspects of optical networks. Although this book is limited to the author's own research, there are many outstanding achievements made by other individuals which are cited throughout. Without the inspiration of their efforts, this monograph would never have been possible. Audience: Research workers and professionals from mathematics, computer science, and engineering with an interest in algorithms, graph theory, telecommunications, networking and optical devices.