Social Edge Computing

Social Edge Computing
Author :
Publisher : Springer Nature
Total Pages : 184
Release :
ISBN-10 : 9783031269363
ISBN-13 : 3031269365
Rating : 4/5 (365 Downloads)

Book Synopsis Social Edge Computing by : Dong Wang

Download or read book Social Edge Computing written by Dong Wang and published by Springer Nature. This book was released on 2023-06-22 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Social Edge Computing Related Books

Social Edge Computing
Language: en
Pages: 184
Authors: Dong Wang
Categories: Computers
Type: BOOK - Published: 2023-06-22 - Publisher: Springer Nature

DOWNLOAD EBOOK

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
Edge Computing
Language: en
Pages: 192
Authors: Fadi Al-Turjman
Categories: Technology & Engineering
Type: BOOK - Published: 2018-11-09 - Publisher: Springer

DOWNLOAD EBOOK

In this book, contributors provide insights into the latest developments of Edge Computing/Mobile Edge Computing, specifically in terms of communication protoco
Social, Legal, and Ethical Implications of IoT, Cloud, and Edge Computing Technologies
Language: en
Pages: 333
Authors: Cornetta, Gianluca
Categories: Computers
Type: BOOK - Published: 2020-06-26 - Publisher: IGI Global

DOWNLOAD EBOOK

The adoption of cloud and IoT technologies in both the industrial and academic communities has enabled the discovery of numerous applications and ignited countl
Social Sensing
Language: en
Pages: 232
Authors: Dong Wang
Categories: Computers
Type: BOOK - Published: 2015-04-17 - Publisher: Morgan Kaufmann

DOWNLOAD EBOOK

Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. So
Mobile Edge Computing
Language: en
Pages: 123
Authors: Yan Zhang
Categories: Computers
Type: BOOK - Published: 2021-10-01 - Publisher: Springer Nature

DOWNLOAD EBOOK

This is an open access book. It offers comprehensive, self-contained knowledge on Mobile Edge Computing (MEC), which is a very promising technology for achievin