| 书目名称 | Social Edge Computing | | 副标题 | Empowering Human-Cen | | 编辑 | Dong Wang,Daniel ‘Yue‘ Zhang | | 视频video | | | 概述 | Novel definitions, systems, and analytical foundations for the social edge computing paradigm.Novel ideas for modeling human-centric aspects of social edge computing.Novel resource management perspect | | 图书封面 |  | | 描述 | .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 co | | 出版日期 | Book 2023 | | 关键词 | Edge Computing; Artificial Intelligence; Social Computing; Human-centered AI; Internet of Things (IoT); D | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-26936-3 | | isbn_softcover | 978-3-031-26938-7 | | isbn_ebook | 978-3-031-26936-3 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 16:18:05
