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Advancing Edge Artificial Intelligence

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Abstract
The intersection of AI, the Internet of Things (IoT) and edge computing has kindled the edge AI revolution that promises to redefine how we perceive and interact with the physical world through intelligent devices. Edge AI moves intelligence from the network centre to the devices at its edge, entrusting these endpoints to analyse data locally, make decisions, and provide real-time responses. Recent advances in power-efficient high-performance embedded silicon make edge AI a viable proposition, albeit one requiring new distributed architectures and novel design concepts. Moving decision-making closer to the edge makes responses faster and systems more reliable, while the constant pressure to reduce network bandwidth demand and the need to contain spiralling data storage and operations costs help justify the engineering investment necessary to embrace this new paradigm. Moving to decentralised operation opens the door to a multitude of nov

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Publisher

: ., 2024

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Language

ISBN/ISSN

9781040027073

Classification

NONE

Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

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Specific Detail Info

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Statement of Responsibility

Vermesan, Ovidiu

Other Information

Cataloger

Heri

Source

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Validator

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Digital Object Identifier (DOI)

https://directory.doabooks.org/handle/20.500.12854/134118

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