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Social Edge Computing
Dong Wang, Daniel 'Yue' Zhang (Gebundene Ausgabe, Englisch)
★★★★★
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Beschreibung
The rise of the Internet of Things (IoT) and Artificial Intelligence (AI) leads to the emergence of edge computing systems that push the training and deployment of AI models to the edge of networks for reduced bandwidth cost, improved responsiveness, and better privacy protection, allowing for the ubiquitous AI that can happen anywhere and anytime. Motivated by the above trend, this book… introduces a new computing paradigm, the Social Edge Computing (SEC), that empowers human-centric edge intelligent applications by revolutionizing the computing, intelligence, and the training of the AI models at the edge. The SEC paradigm introduces a set of critical human-centric challenges such as the rational nature of edge device owners, pronounced heterogeneity of the edge devices, real-time AI at the edge, human and AI interaction, and the privacy of the edge users. The book addresses these challenges by presenting a series of principled models and systems that enable the confluence of the computing capabilities of devices and the domain knowledge of the people, while explicitly addressing the unique concerns and constraints from humans.
Compared to existing books in the field of edge computing, the vision of this book is unique: we focus on the social edge computing (SEC), an emerging paradigm at the intersection of edge computing, AI, and social computing. This book discusses the unique vision, challenges and applications in SEC. To our knowledge, keeping humans in the loop of edge intelligence has not been systematically reviewed and studied in an existing book. The SEC vision generalizes the current machine-to-machine interactions in edge computing (e.g., mobile edge computing literature), and machine-to-AI interactions (e.g., edge intelligence literature) into a holistic
human-machine-AI
ecosystem. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
23.06.2023
Sprache
Englisch
EAN
9783031269356
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Dong Wang, Daniel 'Yue' Zhang
Seitenanzahl
172
Auflage
1
Einbandart
Gebundene Ausgabe
Buch Untertitel
Empowering Human-Centric Edge Computing, Learning and Intelligence
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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