Edge Intelligence in the Making: Optimization, Deep Learning, and Applications (Second Edition 2025) (Synthesis Lectures on Learning, Networks, and Algorithms)

By: Xu Chen and Junshan Zhang and Sen Lin and Zhi Zhou and Zhaofeng Zhang

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Synopsis: This book conducts a comprehensive and detailed survey of the recent research efforts in edge intelligence. The authors first review the background and present motivation for AI running at the network edge. The book then provides an overview of the overarching architectures, frameworks, and emerging key technologies for deep learning models toward training/inference at the network edge. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' own research projects on edge intelligence, ranging from rigorous theoretical analysis to studies based on realistic implementation. This second edition incorporates the latest research in this rapidly developing area. The authors also highlight the current applications and future research opportunities for edge intelligence.

Book Quality:: Publisher Quality
ISBN-13:: 9783031845635
Related ISBNs:: 9783031845628
Publisher:: Springer Nature Switzerland
Date of Addition:: 06/11/25
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Mathematics and Statistics, Communication
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.