Name: AI for Edge Computing (en Inglés)
Price: 78.90 USD
Availability: InStock
Author: Jeyaram, G.
ISBN: 9786209592959

portada AI for Edge Computing (en Inglés)

Formato

Libro Físico

Editorial

LAP Lambert Academic Publishing

Autor

Jeyaram, G.

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9 x 15.2 x 0.6 cm

ISBN13

9786209592959

AI for Edge Computing (en Inglés)

Jeyaram, G. (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "AI for Edge Computing (en Inglés)"

AI for Edge Computing presents a concise and systematic introduction to the integration of artificial intelligence with edge computing for real-time and efficient data processing near the data source. The book addresses the limitations of cloud-centric AI systems, such as latency, bandwidth usage, and privacy concerns, and explains how edge intelligence enables faster, reliable, and context-aware decision making. It covers the fundamentals of edge computing architectures, edge hardware platforms, and embedded AI systems, including commonly used devices and accelerators. Lightweight machine learning and deep learning models optimized for edge deployment are discussed along with model compression and optimization techniques. The book also introduces deployment strategies, real-time inference, and widely used frameworks, while highlighting security, privacy, and emerging trends. Designed with an academic focus, this book serves as a valuable resource for students and professionals in artificial intelligence, embedded systems, and edge computing.