Description: Edge Ai : Convergence of Edge Computing and Artificial Intelligence, Hardcover by Wang, Xiaofei; Han, Yiwen; Leung, Victor C. M.; Niyato, Dusit; Yan, Xueqiang, ISBN 9811561850, ISBN-13 9789811561856, Brand New, Free shipping in the US As an important enabler for changing people’s lives, advances in arti?cial intelligence (AI)-based applications and services are on the rise, despite being hindered by ef?ciency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, th can help readers to understand the connections between key enabling technologies, . a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.
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Book Title: Edge Ai : Convergence of Edge Computing and Artificial Intelligen
Number of Pages: Xvii, 149 Pages
Publication Name: Edge Ai : Convergence of Edge Computing and Artificial Intelligence
Language: English
Publisher: Springer
Subject: Hardware / General, Intelligence (Ai) & Semantics, Networking / General
Publication Year: 2020
Type: Textbook
Item Weight: 16 Oz
Item Length: 9.3 in
Author: Yiwen Han, Victor C. M. Leung, Xiaofei Wang, Xueqiang Yan, Dusit Niyato
Subject Area: Computers
Item Width: 6.1 in
Format: Hardcover
