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Edge Computational Intelligence for AI-Enabled IoT Systems
Loot Price: R3,928
Discovery Miles 39 280
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Edge Computational Intelligence for AI-Enabled IoT Systems
Series: Advances in Computational Collective Intelligence
Expected to ship within 12 - 17 working days
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Edge computational intelligence is an interface between Edge
Computing and Artificial Intelligence (AI) technologies. This
interfacing represents a paradigm shift in the world of work by
enabling a broad application areas and customer-friendly solutions.
Edge computational intelligence technologies are just in their
infancy. Edge Computational Intelligence for AI-Enabled IoT Systems
looks at the trends and advances in edge computing and edge AI, the
services rendered by them, related security and privacy issues,
training algorithms, architectures, and sustainable AI-enabled IoT
systems. Together these technologies benefit from ultra-low
latency, faster response times, lower bandwidth costs and
resilience from network failure, and the book explains the
advantages of systems and applications using intelligent IoT
devices that are at the edge of a network and close to users. It
explains how to make most of edge and cloud computing as
complementary technologies or used in isolation for extensive and
widespread applications. The advancement in IoT devices, networking
facilities, parallel computation and 5G, and robust infrastructure
for generalized machine learning have made it possible to employ
edge computational intelligence in diverse areas and in diverse
ways. The book begins with chapters that cover Edge AI services on
offer as compared to conventional systems. These are followed by
chapters that discuss security and privacy issues encountered
during the implementation and execution of edge AI and computing
services The book concludes with chapters looking at applications
spread across different areas of edge AI and edge computing and
also at the role of computational intelligence in AI-driven IoT
systems.
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