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Artificial Intelligence and Machine Learning for Edge Computing

by Rajiv Pandey, Sunil Kumar Khatri, Neeraj Kumar Singh, Parul Verma

Academic Press

Paperback/Science 516 pages English Apr 26, 2022

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Artificial Intelligence and Machine Learning for Predictive and Analytical Rendering in Edge Computing focuses on the role of AI and machine learning as it impacts and works alongside Edge Computing. Sections cover the growing number of devices and applications in diversified domains of industry, including gaming, speech recognition, medical diagnostics, robotics and computer vision and how they are being driven by Big Data, Artificial Intelligence, Machine Learning and distributed computing, may it be Cloud Computing or the evolving Fog and Edge Computing paradigms. Challenges covered include remote storage and computing, bandwidth overload due to transportation of data from End nodes to Cloud leading in latency issues, security issues in transporting sensitive medical and financial information across larger gaps in points of data generation and computing, as well as design features of Edge nodes to store and run AI/ML algorithms for effective rendering.
Author:
Rajiv Pandey, Sunil Kumar Khatri, Neeraj Kumar Singh, Parul Verma
Publisher:
Academic Press
Publication Date:
Apr 26, 2022
Number of pages:
516 pages
Language:
English
Binding:
Paperback/Science
ISBN-10:
0128240547
ISBN-13:
9780128240540