MARC details
000 -LEADER |
fixed length control field |
02860nam a2200313Ia 4500 |
000 - LEADER |
fixed length control field |
03526nam a22003495i 4500 |
001 - CONTROL NUMBER |
control field |
978-3-031-26936-3 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20240319120933.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr nn 008mamaa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
230622s2023 sz | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783031269363 |
-- |
978-3-031-26936-3 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
4.6782 |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Wang, Dong. |
9 (RLIN) |
33095 |
245 ## - TITLE STATEMENT |
Title |
Social Edge Computing |
Statement of responsibility, etc. |
by Dong Wang, Daniel 'Yue' Zhang. |
Medium |
[electronic resource] : |
250 ## - EDITION STATEMENT |
Edition statement |
1st ed. 2023. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Place of publication, distribution, etc. |
Cham |
Name of publisher, distributor, etc. |
Springer International Publishing |
Date of publication, distribution, etc. |
2023 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
XVI, 172 p. 60 illus., 50 illus. in color. |
Other physical details |
online resource. |
520 ## - SUMMARY, ETC. |
Summary, etc. |
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. . |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Artificial intelligence. |
9 (RLIN) |
33096 |
|
Topical term or geographic name entry element |
Artificial Intelligence. |
9 (RLIN) |
33097 |
|
Topical term or geographic name entry element |
Cloud Computing. |
9 (RLIN) |
33098 |
|
Topical term or geographic name entry element |
Cloud Computing. |
9 (RLIN) |
33098 |
|
Topical term or geographic name entry element |
Internet of things. |
9 (RLIN) |
33099 |
|
Topical term or geographic name entry element |
Internet of Things. |
9 (RLIN) |
33100 |
700 ## - ADDED ENTRY--PERSONAL NAME |
Personal name |
Zhang, Daniel 'Yue'. |
9 (RLIN) |
33101 |
856 ## - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-031-26936-3">https://doi.org/10.1007/978-3-031-26936-3</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
e-Book |
Source of classification or shelving scheme |
Dewey Decimal Classification |