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Edge Learning for Distributed Big Data Analytics
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Edge Learning for Distributed Big Data Analytics : Theory, Algorithms, and System Design

Book Details

Format Hardback or Cased Book
ISBN-10 1108832377
ISBN-13 9781108832373
Publisher Cambridge University Press
Imprint Cambridge University Press
Country of Manufacture GB
Country of Publication GB
Publication Date Feb 10th, 2022
Print length 228 Pages
Weight 538 grams
Dimensions 17.60 x 25.10 x 2.10 cms
Ksh 12,050.00
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Introduces fundamental theory, basic and advanced algorithms, and system design issues. Essential reading for experienced researchers and developers, or for those who are just entering the field.
Discover this multi-disciplinary and insightful work, which integrates machine learning, edge computing, and big data. Presents the basics of training machine learning models, key challenges and issues, as well as comprehensive techniques including edge learning algorithms, and system design issues. Describes architectures, frameworks, and key technologies for learning performance, security, and privacy, as well as incentive issues in training/inference at the network edge. Intended to stimulate fruitful discussions, inspire further research ideas, and inform readers from both academia and industry backgrounds. Essential reading for experienced researchers and developers, or for those who are just entering the field.

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