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Federated Learning Systems: Towards Next-Generation AI, Rehman Muhammad Habib Ur, Gaber Mohamed Medhat


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Автор: Rehman Muhammad Habib Ur, Gaber Mohamed Medhat
Название:  Federated Learning Systems: Towards Next-Generation AI
ISBN: 9783030706036
Издательство: Springer
Классификация:

ISBN-10: 3030706036
Обложка/Формат: Hardcover
Страницы: 196
Вес: 0.48 кг.
Дата издания: 21.07.2021
Язык: English
Размер: 23.39 x 15.60 x 1.27 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: Federated learning enables the distribution of the learning models across the devices and systems which perform initial training and report the updated model attributes to the centralized cloud servers for secure and privacy-preserving attribute aggregation and global model development.


Intelligent Computing and Block Chain: First Benchcouncil International Federated Conferences, Ficc 2020, Qingdao, China, October 30 - November 3, 202

Автор: Gao Wanling, Hwang Kai, Wang Changyun
Название: Intelligent Computing and Block Chain: First Benchcouncil International Federated Conferences, Ficc 2020, Qingdao, China, October 30 - November 3, 202
ISBN: 9811611599 ISBN-13(EAN): 9789811611599
Издательство: Springer
Цена: 13974.00 р.
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Описание: This book constitutes the refereed post-conference proceedings of the Second BenchCouncil International Federated Intelligent Computing and Block Chain Conferences, FICC 2020, held in Qingdao, China, in October/ November 2020.The 32 full papers and 6 short papers presented were carefully reviewed and selected from 103 submissions.

Designing Unmanned Systems with Greater Autonomy: Using a Federated, Partially Open Systems Architecture Approach

Автор: Gonzales Daniel, Harting Sarah
Название: Designing Unmanned Systems with Greater Autonomy: Using a Federated, Partially Open Systems Architecture Approach
ISBN: 0833086065 ISBN-13(EAN): 9780833086068
Издательство: Неизвестно
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Цена: 5690.00 р.
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Описание: In this enthralling memoir we follow Max Evans and Sam Peckinpah through conversations in bars, family gatherings, binges on drugs and alcohol, struggles with film producers and executives, and Peckinpah`s abusive behavior - sometimes directed at Evans himself. Evans`s stories provide a uniquely intimate look at Peckinpah, their famous friends, and the business of Hollywood in the 1960s and 1970s.

Developing Interoperable and Federated Cloud Architecture

Автор: Gabor Kecskemeti, Attila Kertes, Zsolt Nemeth
Название: Developing Interoperable and Federated Cloud Architecture
ISBN: 1522501533 ISBN-13(EAN): 9781522501534
Издательство: Mare Nostrum (Eurospan)
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Цена: 30631.00 р.
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Описание: Provides valuable insight into current and emergent research occurring within the field of cloud infrastructures. It features barriers, recent developments, and practical applications on the interoperability issues of federated cloud architectures.

An Illustrated Guide to the Federated Malay States

Автор: Harrison Cuthbert Woodville
Название: An Illustrated Guide to the Federated Malay States
ISBN: 1176718606 ISBN-13(EAN): 9781176718609
Издательство: Неизвестно
Цена: 5069.00 р.
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Federated Learning: Privacy and Incentive

Автор: Yang Qiang, Fan Lixin, Yu Han
Название: Federated Learning: Privacy and Incentive
ISBN: 3030630757 ISBN-13(EAN): 9783030630751
Издательство: Springer
Цена: 10480.00 р.
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Описание: This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications.

Federated Learning

Автор: Qiang Yang, Yang Liu, Yong Cheng, Yan Kang, Tianjian Chen, Han Yu
Название: Federated Learning
ISBN: 1681736993 ISBN-13(EAN): 9781681736990
Издательство: Mare Nostrum (Eurospan)
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Цена: 15523.00 р.
Наличие на складе: Нет в наличии.

Описание: How is it possible to allow multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private? Traditional machine learning approaches need to combine all data at one location, typically a data center, which may very well violate the laws on user privacy and data confidentiality. Today, many parts of the world demand that technology companies treat user data carefully according to user-privacy laws. The European Union's General Data Protection Regulation (GDPR) is a prime example. In this book, we describe how federated machine learning addresses this problem with novel solutions combining distributed machine learning, cryptography and security, and incentive mechanism design based on economic principles and game theory. We explain different types of privacy-preserving machine learning solutions and their technological backgrounds, and highlight some representative practical use cases. We show how federated learning can become the foundation of next-generation machine learning that caters to technological and societal needs for responsible AI development and application.

Toward a Federated Nation: Implementing National Civics Standards

Автор: Gutierrez Robert
Название: Toward a Federated Nation: Implementing National Civics Standards
ISBN: 173458131X ISBN-13(EAN): 9781734581317
Издательство: Неизвестно
Цена: 1897.00 р.
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Coordination Models and Languages: 22nd Ifip Wg 6.1 International Conference, Coordination 2020, Held as Part of the 15th International Federated Conf

Автор: Bliudze Simon, Bocchi Laura
Название: Coordination Models and Languages: 22nd Ifip Wg 6.1 International Conference, Coordination 2020, Held as Part of the 15th International Federated Conf
ISBN: 3030500284 ISBN-13(EAN): 9783030500283
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the proceedings of the 22nd International Conference on Coordination Models and Languages, COORDINATION 2020, which was due to be held in Valletta, Malta, in June 2020, as part of the 15th International Federated Conference on Distributed Computing Techniques, DisCoTec 2020.

Coordination Models and Languages: 23rd Ifip Wg 6.1 International Conference, Coordination 2021, Held as Part of the 16th International Federated Conf

Автор: Damiani Ferruccio, Dardha Ornela
Название: Coordination Models and Languages: 23rd Ifip Wg 6.1 International Conference, Coordination 2021, Held as Part of the 16th International Federated Conf
ISBN: 3030781410 ISBN-13(EAN): 9783030781415
Издательство: Springer
Цена: 6986.00 р.
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Описание:

Modeling and analyzing resource-sensitive actors: A tutorial introduction.- Manifestly Phased Communication via Shared Session Types.- Deconfined Global Types for Asynchronous Sessions.- Relating Functional and Imperative Session Types.- Safe Session-Based Asynchronous Coordination in Rust.- A Session Subtyping Tool.- Towards Probabilistic Session-Type Monitoring.- Java Typestate Checker.- Asynchronous Global Types in co-logic Programming.- Tuple-Based Coordination in Large-Scale Situated Systems.- A Theory of Automated Market Makers in DeFi.- ReGraDa: Reactive Graph Data.- The Structure of Concurrent Process Histories.- A Clean and Efficient Implementation of Choreography Synthesis for Behavioural Contracts.- A Practical Tool-Chain for the Development of Coordination Scenarios: Graphical Modeler, DSL, Code Generators and Automaton-Based Simulator.- Microservice Dynamic Architecture-Level Deployment Orchestration.- Jolie & LEMMA: Model-Driven Engineering and Programming Languages Meet on Microservices.- ScaFi-Web: a Web-Based Application for Field-Based Coordination Programming.

Leveraging Global Value Chains for a Federated Approach to Defense

Автор: Berteau David J., Miller Scott, Crotty Ryan
Название: Leveraging Global Value Chains for a Federated Approach to Defense
ISBN: 1442240512 ISBN-13(EAN): 9781442240513
Издательство: Неизвестно
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Цена: 11035.00 р.
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Описание: This report focuses on the ways that a federated defense approach can strengthen strategic partnerships and deliver more innovative defense technologies at a lower cost-by better harnessing global supply chain networks to expand the military supplier base and increase the net capability available to the network of partners and allies.

Joint Resolution to Approve the Compact of Free Association Between the Government of USA and Government of the Federated States of Micronesia, and Be

Название: Joint Resolution to Approve the Compact of Free Association Between the Government of USA and Government of the Federated States of Micronesia, and Be
ISBN: 1297017617 ISBN-13(EAN): 9781297017612
Издательство: Неизвестно
Цена: 3632.00 р.
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Описание:
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work.

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